{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Simple Meander" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Creates 3 transmon pockets, connected in different ways by the mean of transmission lines.\n", "\n", "These transmission line QComponents create basic meanders to accommodate the user-defined line length." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Preparations" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The next cell enables [module automatic reload](https://ipython.readthedocs.io/en/stable/config/extensions/autoreload.html?highlight=autoreload). Your notebook will be able to pick up code updates made to the qiskit-metal (or other) module code." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%reload_ext autoreload\n", "%autoreload 2" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Import key libraries and open the Metal GUI. Also we configure the notebook to enable overwriting of existing components" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "scrolled": true }, "outputs": [], "source": [ "from qiskit_metal import designs\n", "from qiskit_metal import MetalGUI, Dict\n", "\n", "design = designs.DesignPlanar()\n", "gui = MetalGUI(design)\n", "\n", "# if you disable the next line, then you will need to delete a component [.delete()] before recreating it\n", "design.overwrite_enabled = True" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "from qiskit_metal.qlibrary.core import QRouteLead" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Create 3 Transmon Qbits with 4 pins. This uses the same definition (options) for all 3 Qbits, but it places them in 3 different (x,y) origin points." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "scrolled": true }, "outputs": [], "source": [ "from qiskit_metal.qlibrary.qubits.transmon_pocket import TransmonPocket\n", "\n", "optionsQ = dict(\n", " pad_width = '425 um',\n", " pocket_height = '650um',\n", " connection_pads = dict( # Qbits defined to have 4 pins\n", " a = dict(loc_W=+1,loc_H=+1), \n", " b = dict(loc_W=-1,loc_H=+1, pad_height='30um'),\n", " c = dict(loc_W=+1,loc_H=-1, pad_width='200um'),\n", " d = dict(loc_W=-1,loc_H=-1, pad_height='50um')\n", " )\n", ")\n", "\n", "q1 = TransmonPocket(design, 'Q1', options = dict(pos_x='-1.5mm', pos_y='+0.0mm', **optionsQ))\n", "q2 = TransmonPocket(design, 'Q2', options = dict(pos_x='+0.35mm', pos_y='+1.0mm', orientation = '90',**optionsQ))\n", "q3 = TransmonPocket(design, 'Q3', options = dict(pos_x='2.0mm', pos_y='+0.0mm', **optionsQ))\n", "\n", "gui.rebuild()\n", "gui.autoscale()\n", "gui.highlight_components(['Q1', 'Q2', 'Q3']) # This is to show the pins, so we can choose what to connect" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Using CPW meanders to connect the 3 Qbits" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Import the RouteMeander and inspect what options are available for you to initialize" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'pin_inputs': {'start_pin': {'component': '', 'pin': ''},\n", " 'end_pin': {'component': '', 'pin': ''}},\n", " 'fillet': '0',\n", " 'lead': {'start_straight': '0mm',\n", " 'end_straight': '0mm',\n", " 'start_jogged_extension': '',\n", " 'end_jogged_extension': ''},\n", " 'total_length': '7mm',\n", " 'chip': 'main',\n", " 'layer': '1',\n", " 'trace_width': 'cpw_width',\n", " 'meander': {'spacing': '200um', 'asymmetry': '0um'},\n", " 'snap': 'true',\n", " 'prevent_short_edges': 'true',\n", " 'hfss_wire_bonds': False,\n", " 'q3d_wire_bonds': False}" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from qiskit_metal.qlibrary.tlines.meandered import RouteMeander\n", "RouteMeander.get_template_options(design)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's define a dictionary with the options we want to keep global. We will then concatenate this dictionary to the ones we will use to describe the individual Qbits" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "ops=dict(fillet='90um')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's define the first CPW QComponent." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "09:08AM 07s WARNING [check_lengths]: For path table, component=cpw_1, key=trace has short segments that could cause issues with fillet. Values in (1-1) are index(es) in shapely geometry.\n", "09:08AM 07s WARNING [check_lengths]: For path table, component=cpw_1, key=cut has short segments that could cause issues with fillet. Values in (1-1) are index(es) in shapely geometry.\n", "09:08AM 08s WARNING [check_lengths]: For path table, component=cpw_1, key=trace has short segments that could cause issues with fillet. Values in (1-1) are index(es) in shapely geometry.\n", "09:08AM 08s WARNING [check_lengths]: For path table, component=cpw_1, key=cut has short segments that could cause issues with fillet. Values in (1-1) are index(es) in shapely geometry.\n" ] } ], "source": [ "options = Dict(\n", " total_length= '8mm',\n", " hfss_wire_bonds = True,\n", " pin_inputs=Dict(\n", " start_pin=Dict(\n", " component= 'Q1',\n", " pin= 'a'),\n", " end_pin=Dict(\n", " component= 'Q2',\n", " pin= 'b')),\n", " lead=Dict(\n", " start_straight='0mm',\n", " end_straight='0.5mm'),\n", " meander=Dict(\n", " asymmetry='-1mm'),\n", " **ops\n", ")\n", "\n", "# Below I am creating a CPW without assigning its name.\n", "# Therefore running this cell twice will create two CPW's instead of overwriting the previous one\n", "# To prevent that we add the cpw.delete() statement.\n", "# The try-except wrapping is needed to suppress errors during the first run of this cell\n", "try:\n", " cpw.delete()\n", "except NameError: pass\n", "\n", "cpw = RouteMeander(design, options=options)\n", "gui.rebuild()\n", "gui.autoscale()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You might have received an expected python \"warning - check_lengths\" message.\n", "This indicates that one of the CPW edges is too short to accommodate the fillet corner rounding previous defined at 90um.\n", "Also, the CPW \"start lead\" does not offer enough clearance from the Qbit, causing a short between two pins.\n", "\n", "Please take a minute to observe this behavior in the GUI" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAu4AAAG7CAIAAAAT1IdEAAAACXBIWXMAAAxOAAAMTgF/d4wjAAAgAElEQVR4nOzdeXicx3kg+Lfqu/s+0UDjBgiAAEEQvO9bByVZkiVFvu1kPXaccWInmWQ2m9mZ3cyz2d2ZZGaSie1xJnYcH+tTsmSbOqyTEiVKFCneBHHfd9/3199VtX+ABwiCOHhIolS/px89ELq+6upGP/peVb31FqpcuU6UJGAYhmEYhrnT6JrGi5Lk9vne75EwDMMwDMMsWzqRwO/3GBiGYRiGYW4cC2UYhmEYhrmD8e/3AJj3FBEk0+ECQvhcGlvm+z0chmEYhrlZLJT5CKGCrIcbKaIAiDpKxIluRMn7PSiGYRiGuSmcr7RSVpQ5vw2t3LinRuybSHFS4MG72kaGx0wCAIA4XsTUohebhWtagjY1mdVL69o/8+iBre2terRzKnvV3VFQnNva6kcmY0sf0wOf+tL9m+qtVLJ6Rf3kVIRefDkkigKx5r/1Cjbno5/4/F3bGo2xscm8Nm+b8rYNpbmJhLGkMfBSxYN31Q8PTZl07lPeqvomB0xni1d+hfD6DWsz8YhhXdP6skDDriqY1GwP7mrvHhhr37StobYKUqPpqwYrr9vSkh+bnv8NAGpb017MxDWs7GhvKKuqTUXGjWWFIp4qTvaL2QxvUiy6kakhI7+c6xmGYRjmg0VT1flDmdLmxq1VNcODvY51Ox+utB0diu/eu399uSCueuCP9lYMT5M99+2pUjQihp04PhFXy8rLxs8e++07wwce2D4yldu/f3+jW09JlQ/tW6slYgZQTfQ/tH9zKOgrZsxNm9esa23MRscyxfnvwzVl7mcPd25dXeny+bsmcw/cvXdDS6hQ8P3J1z+NxrsGE+q1l4g2uRQZz3VmtlWTlLPpkX1rc6OjodVrtq9e5+fSKfDcf2Dv6pbGfNe5yu33bGsOjI2Z+/ZvDor5sdi893LcfNf+HSH3+OCQ7qvft21NW6Urkqf777632WfFeV9biUcQ6bSqbGyvW79hczmfjxUIyL57929V8rHJ9DwjBOLYs6shMWWtv3tT4lRf44aa4f5pPW+t3rlxR0tDMjrtrmv/+M72ykr3WFd2/2P3tIZseVN0KrSmbkVag5Zyx3QyL9e0rIJYyla5PiwOxPIGxfvvvqfWViSOEg5Ba21pEvvrbbl4Yf4PlpdCIpUBMCZIAAn0HDUyC31BGIZhGOaD7bqhjK+6TE6AMyDVuHHMkiVX+apySaypy3UOF6Id7w5lfUF/e3NTKpM38tMTcdVfUsap6Ug2VVVVF6hurrCboYYamyqYZrJvMrmlbUWouvHC6VMrNm3VJjM7N/hP9BRWlYpdY/F5h7Vx511VbsHIx3mb0x6oKA6cPp0MbKsw46Z69Mj5PJln5oOX7Xc/8OjeJuerZ8bv2d4ei6PGailQv2ry9JGGtZt84cqJc8et0lqnYF9b48hzZQ6H1Fahv/hGjzbfPApv9z++b/008dSJE6OuVZv5kYizAaemwebdtq6uZyxtJ1ZFXZlpD1RIgk/mzvUONLWu4SW7VzI6u7qy+nxzM2bGX7k6VBkc752ubamU0v0JV6s/n9u+u+p4V2ZdXUljZeDXh7taVpY6g7WxEy9E3U3rSvx+n7Nm+7ZwMQdaYSSezaT0bbva7J7Q2Kk3a9dtL6tprFH0yppwERwlTu+arS0eZEaHppKGNe8HKxDBxpeTwiRvIgV8en6AUn3hrwjDMAzDfJBpqnrdHUyD3b01betzsTELQNM0w6TTXV2D2YKgOCpWt9cqIEkyz19KtcFiWUXFyjUbXXokk8qZxBq80HNycEBwBdtqSgHAotjvdnEIAGBydHA8lTLM6760ruaGezpeOjEAAEXDcnu8freYz2Y1KjoU4ToXmT3vHPrBK73N9aWWYQAkz3dO5bLTw8OJbFG3CHj9PqciWrqmWVY+PjwwlY9OT6b1+W/5/kBldKjj9FuHi6WNPqL3jY2mUvnSqlUVAZEqNhdCNB89kVQeqpWPdw6OaHhbWwMATE+O5C1hQ8uK64yQxhJGYwg6T12o29I2cH6aAgDQ8dGRqUTCMBAIconfLXKgFy1PMOCSubHpCW/Fmv63jja2Vo6nEgBA8+Pd2fJtZZmOGAEArVgwidnV3d8xEm+s97x7JrWhDE3o8y9PucVVMvKLRUswQDQ5QTMcfLWDr7veX4FhGIZh7gjzz8qYmp5NTQ/FcxMjw/FMoX9oAASHSHId5/sEXyCZSCiK0t/d0T08Hk+mC5plWrisIuyTci+/emo0FpVtTk5NRU3Zg9XT3f2RRGZgPLFiZUNjhfPM60dHMtlYIpfNZTOF+W+6mWR8YGRcM61CodDdPxQIV3jI1KHj3TnqtNNUJDPPVZSQgqqODg2bPO0fjrvtcnRiaDSSSqYy6UJhcGi8pLw0PTJ47uzZKPYoYI4P90WS2WT2OnMSAjc50D04MZXIgZqejiZS8UwhmcyIijjS39M1MJbIZLNieQ0aOTdNwn6lr7N3NJq0sOK3QUdXT1qdf2dQJp/NRaYHopHURPTCREQt5DOpeDSdi8UyqUSiP2k0lUqdXf1nT/f4GhutyMCxjoGYlpno7B7LGVMTEZ0AAOTT6fGJkalUUS0Uhvp6QPHRfLyjZySvZQbO9U8Wc1OR7LwJO25ablpZJy0RiSxTJ29xRTMigqLS6HW+GwzDMAzzQaepKqpfs/U9qPZb3757z+qyifNvPn9q7Ha/1nvA4au6a3f94acPJd7vkSxdjbldR3kLDEwxAQshjoDBgzTBnXm/h8YwDMMwNyidSLxHoQzzvuOpTMAEAAw8ALXAxIABkIVYugzDMAxzp0onEqyuzEeFiS7uHp8JaADAgvlThRiGYRjmDsIOLmAYhmEY5g7Gm4aRz2bf72EwDMMwDMMsm2kYPEuUYeYo5POSLHMc934PhGEYhmEWYWgazwvXq9TCfERhjDmev1I0iGEYhmE+qBDGt/12xXM2mxycScpRJOuhHRMcnikOB2qHRQtYWFlI5vFTR0VAi3RFBLEYDNPr3GI5NS9FJxfrY7mQ01nh9zbZbSUIYU1LpzKD8XgXoYucKa3mMul4BGPOU1ImSvItHtQHDyUAKg8FDiwMmIJAwGEAT9HS/h6UAhQ5KPCgYwAAnoBiIbu56FfiyuUWgjwPGgcEAUdAtsBmIjavxDAM8xFw20MZp61CkUsQQgDgceif2B8ReQoAlJBUziIJrGw1Mnn8yzfDwCcQWuh0RNPpVWtXC8kIEUQqXBUfIEtPV610dxy19Z+7Jac9I4TDpZsC/lXFYjKWuDA1fYJSIsken2dFRXhbJjM6OnFE1697gJFp6Hse+Z1N9z7w5Lf/IT4+odidNz+kGYnpCYfHNxMeGVpRzedMQwMKvCDKdocoz612eLtRE0FcgoR8MQq5DFNwGjRQRI6Fwj5KADICRBQo8jPnhiKAmRJ/VCQooIJXR/z1D+kEoAUO4hKkJCBXBz48oV4NgkUkLHQ5wzAMc6e7wVDGku2Z1q2OnlPIMrMtm5wd7/CF+e/rCHFo0f83RwDEDiahfGqBaAZRJKXTQiZl2T0WvuqezWcyaGrC9FcXCScPnr7JaEYUXXXVd2t6Zmjk+ZKAZ9vGtnBpFcZcMhXr6e8YGj0oiuGVDY8OjbySyY7OuVbNZ6ll2VyeU6+/VloW+r3/7f/4xr/9OrEsfItSTyb6u6qaVgOlkbGhbDKGEEIIAwClhFLqcHuDFTWSYl/8M79plAJoGEYdUODh2vkTgiAtQl6gJSr4i2i+rXLUQDCtQHImCrky4os/6BxM2iEr0nAeyfP8QSkFSIowbQMdzzMAk4OoAjmBhgtgN2//58EwDMO8P24klCGSI7dmr5CazK/aBQiLUz351l2O829whfTyOkKzb0AIiBNMoHwSAZ13ZQFTxFuYKj6QXNzVJVGwBWJepbxohVeRyDCXm/+gyqXgebm+9r5UeoCSiU8/+tnW5nWKbLv87P5dDwwM9z730pODIy/V1X6st+/pfCEy+/J0bHr/ww8ff+OIpDie/+lP9j32qYqGpuGOC6Jio5RSShFCNxln5LOpicFujuNLq1fYnG5BlACBqetqLhMZGxrsOFlet9LpC972aEbDdNiJigt8hRCYiE7aEKU0qM0ZDrWATtpQUponCrnSCEFWgBEnrc0g/qpvxUwcQ8ftiCxQUACBKtBRB6rMgoMV0WEYhvlwWnZdGSI5tZa98tQYloL2nhOiAcrkiL33hN60m8iuZXXF16liW37WL2aiGf/11gMQAd5EvIUFc+4D20p5IojplBQZR+imVs2qq/ZnMsM8F/vTf/1XG9q3z45jAABjbkXtyi9/4d9sXLu2p/fpFXUPCoL9qkFi/Oi/+sru+w4Uc8nmtes4jsvEY4jjAKBYyHG5qWJy6maGBwDTw31Or79+zSZvSZmk2HLpRCYeFWXFHQitaNvoCZaN9HTkUjcezC0FNREdty8Yx1yEKKLTNshcnV1OAaLyInHMpQ5A5WDCRud8LVSOTiwcx1y6XufouIMabFqGYRjmw4krq21cemsquWjDXi4TBXeV2PUKl4vx6Shp2MdN93LpCKnbhdMTYF113KMiBQX+YjQgi9aBLdPczN2HUovmscsCAM1AT7xZAgAACKgAQBC+tpo+QmXrsTOMCeEI4gwDT3ZwvMJhiSMw88CmhpGAclGk527s43DYwwHfynT2zJc/9yfh0koANDUFJ09Ax3nU04OGh0HXwecDURTqa1f2D51LpbMOe1kmO3K5B0EQI2NDj3/lDw988jNb9t9NMY5EYt3H3gxKZkjS/+UvP9HX3dM3nRNk5cZmTSKjg6ZpqLlsZHSwkEl5Q+HY+Iiaz3gCpQCAEHK4vIRY0yMDvtJyjG9kVUvXNF4QMF4oSqAJCRIyWlpeLqKIahjc+uVlJmpgGHECXeIngKDIgc28vMxELaATdlRc8uY7EwECcLBlJoZhmA8bTVWXEMrwNiAmAIBg5+ruRokhrITw4OtIyyEAMAo4n8CV23FyGGUmuKpdNDsFVvHy1bNDGYxpZYmaLfDxtBhLCaNjeiQtRNJC/6TtzQvuS1cgigzEFa8eBCBHOeeqQfFeUDOomEFqig+sRsBhwJiiiw8QeLkEGRrN39jMB6qtvmti+vj2jVu3bNiFEBochN4e1NwCra2wYgUEgzA5AVOTKBQCURR8nuAbR39TVrolHr9A6cX1C44XxocGz7z15uTI0KHfPM0hEDnYGOb/7z/7/HQkOjI47PW619e4Tw7EeOlGUnQdHp+vtMJXWu4Llbv8QUGUsokYIdZMKAMACCFZsafjEaBgc7pvIGBaNJShFNC4AxkcAEgy5/HIPM8Riyp2wW4XRImzLEoIRQjcXlmWOUKA6ACKhWRr5nKIyW7eKUq8ZVG3W+IFLMm8wyEqNgFziFjUF7BJEqcbFsdhX0ARBN4oWtSlX3w3Ko+mFaDIH7B5vLLDKRXyBqUQKnOUhh3ZtCYrfGm502YTnC7JNIllUqRh8GvzpuwwDMMwd67FQxkk+5WGT9JiHKglVR+A1BAUkjR6Aem5mXsKAkB6Hmk5sWwrSfZBPiKFd5L8lbmZ2aGMYeK3O/yvnw6+fjp46KT/l4eFF0/5XjzlmxXHzHSqXRvK8EqZqJQjy+SwzGEZW5QDHiMJE3TlQTlsGqJnlZUdomYelgljsax0Yzrd8fH7P+V1+1UV3n0XbdtG/X7gOOA4kGUIl0NvH+J5cLmQ3+c/fvIwpQ7L0opa8uLYERIkWS0URwYGM6nMsVdfWuMnf/K/PDw9ObVnx4Zn3zi7u616fHzqTO8o4WVeEJc7SEGSRVmZeQiiBABzQhkAwBxHLDOTiHqCpQtPrsxr8VmZIgdRGShyuqX7H1lZyOsrmvwuj1xd69m+p4YQeu+DDSODqbJyZ+va0rJyl9srT45lgafIZQAAEARR5e67myqrPMODqU/+bpuhWxVV7q27qjJprbm1JBC0l4adazeFo1P59VvKHU5xy86q0aF0kS9c3M2UEiErNbYEdt9dm83qrW2hyhp3KqmuXlt64OEmVTUti/zxX+4Y7E/W1Hvvun9FT2dMKxBw6ki8BbvbGIZhmA8OTVUXuc/ZAtu1gWdk33pn1ePm5DskPUwLETALc5rR3DiN9dhD+2luHJLDtpKdt3ysmCLOJAJycISnhRiYRZKbIKn+OQ8r2QvpEU5wL97jtS+BeaDE7/V73QEAGByE2hrqvHobtWkCAD16FJ05AxhzDfUtufyE3VYypyuO52WbXZBkAHj8wHZFlv77Dw4+8cvnvvCxbf/jidcam1b8859+jKSnTP22nEqNEHJ6g4Vchli3J9e1yAFFHIe++NUNp46Nd56LHn1jZHw4rWlWPq8ff2vs2JGx3//jTc2rS8orXYdfGYxO5wEACpdWuyxENWyaRNctrWgKApfNaIW8bppkciz71mvDbetLnW7p5ef6cjl9/eZySeJfeb6vkDLBvPR1LfCSzH3565tefrbv3Mmpl57re+wzraZBDr0wcOTQUDKhppNFvWiePzX10rN9umbd80DDzFW35dNgGIZh3leL/Med102eIHX8JVfJvTzhNW3+ZFJRqrDZmrJTr4lypU2qzkRem9OgeWXlww9u4/krqRuEkOmp2Ow2mm78fz9+YWw8Ou9LYAK8ZiDOkc/1GPn+uU9TwJxdsTdxokegbl6uyxWmLeu6dV/mNbMWI0mSKIoAkElDTe3cNjwPPi9EpqGyEgDA5XCb5oBku27ZGK9ddDpthmEim0dtue9vX34tFA5vbSz9p6cP/9FD6//5xfMgVixxeJTSdDzi9Po57qq/GsJYLxZNQ589xyOIkmUYdG6u7C1iIUrBZhfqG32jw2mOQ7vurnO5pJGh1MzzPZ2x0rDzh/908v6PN/3Hv73ru988DgDUurTWRWGmBkxjs7+Q1yurL8ad9Y3+Rz616iffO/2bJzo/96W16zaV/+PfvfPzH579wu+v27yz6jv/cEy7VDmGWkgQOX/QlklrAGBZhBCw2QXFJuy5p+6dI6ORySvJUoN9yTXrS2eGfVs+DYZhGOZ9tcisTD5x1OvazVEuF33F49wkCaFr24hCyOPamo8f4anodW3PRg9ZemJOG5fLXhrylgQ9sx+hkG/2I1wWUGzXLYyLCUJ6sZg6q88Xx4hiyO+/n1JTy/fl4ocNdcznu1sWq2D5t3LLsizLAgBJguLcZS5ACFa1wgMfo34/AICmaxjxhMwz+UEpLWRSj+xrD4cC0XgSmSoCeOxr/yus2PK1//703dvbPRIukmWk5VJKhrvOaIW5C2e+0grT0Mf7u0zjyhyPZZmY45aYlrtsCBBAUTVHh9LNrSWWRdWCMTtqam4NDvUnRZH78T+ffuFgz/2PNMGcujGIIoDervjbh0fGhi/u4e/vjf/ke6eLmul0S9/6L28P9Sc3ba9QbMLf/fUbuay2el3o8rtBCAzdik7l/EEbAPA8Vgt6PmdMT+a++Tdvr1wVxNzFpghD7QpvX0/i4usyDMMwHzqLhDKmmUin3gg5D4BlxuO/DTnvFzn/7AYiFyh13pdMvMIRrsSxPx5/3jST1+utWNSffOrQ93/43JtHzix7oAQ400Kmdu1THGf3O3ankq8Wcmc94mqfvLGQ60gmXvY6NvPcMvaHE2IBoEw2UyjkAKCiAgYHYc4SDaUwNATZLCAElNKJqRFZ9hW11NVtKKW0mM9safD96ZceEwW+tir8zb/6qnr+UP/Jd+77/JfkiqZDR8/+v78+K3pKZhovZXgIkKTY1Vx2TnvZZq9pbi9k02O9F2aCKkqpms+KsoKWnyizJCIBBIZBfvhPJzdtr9x1V21ltXt8JO0P2MrCzt1317W2h370nZPhCtdd9ze4PfKJo+MAANKlPBVEkUDdHsXjle0OQZC4UJkzGHLY7aJFKFBoXRPasbfGNEnnuci6TeVbdlVnUtrAQBy4Sz2Illa0fvCPJ+97uKl2hXffgRXP/arHF1Due7ippa3k9ZcHnS7R41PaN4Y//slVCMGhF/oBACRWWoZhGOZDaPHsgaIxlswdqVI+Nlo4OJX6dYXtgcnCiyqZBgA7V1Gq7BtJPS0hb1DeNpb+jUkWqZKHEcI3VCMOE8RZyC+u9UnrAIASc6rwskULAOASGotqv40LBx2PYawgQDb3l1La2VzurFdaE1XfWOJLEKJTStLZXN9QV0mwLFgCygCcOY3WtNOZUr2UwtQU9HSjPXspACRTsd7B7rrqh6ciJy93Qikt5rO60+50if/71z4tSxcXfXie+4svPfzNHz1ztpD/+J//X0//+EdF/IyNWmo2xXOCbHcuoSYycvtLUtFJT0npnDUmxeGsXbVutOd8PpNyevyUkGRkwukNcLfpSEjFBI6CiaYnc9/5h2Ozn/ntb3ou/xyLDM96hoLDuPgjT6li/uwHF8PZb/znt+Z0/6ufX7j882DfpcjYZkDtpVjEYUBcvnAuMjKU+sqfbDZN8s2/eQshZOhWKlUs5AzFxv/l138LFE4dnzANAgCAKNgXOTmLYRiGuRMtqa6MQdIWUav4fQnzHLaghF+XsDqcqLJU2D6hvSJSe5mwbVx7SSfzzMfM7GCqKA+sXlUjCHxzc82aNQ1VlSFKaT6vzm5JCD12vDORyMy7g0lBAQcqk8ADxMAESeDMmn0WaADg51vz5kjeHPZzrXltQDemeSpFtbcp0TzcirTZA0tFASGfp3F49MSa1k2SJJeUQCQKnRcgn4dYDPp6YXISbd1GbTYgxHz2xSejcV3gbdHYuSufla5BWcm2f/dXgU0733z+pQc2NnEYUcssxqd/+8qbRiF/8OmD9mDZnoceXb1j7/b7P9a2c+/02HByanJmO9ICEEKCKMfGhwVRUhxzZ5s4XnAHSmSbAyGUScZiEyPlK5oX7XNei+5gQhiojkHll76ARQWCQurMcUgIAWAKS6qPd6UDmDnOaeYKDDQnIBPrunXinfHYdL6s3BmdzmfSmqETADANohVNrWgSQgGAAgWXjvxzKw4zDMMwd7rFdzBdlrH6o+bJJvxImLZPGkfsNFSD9k3qrwtEqEF7R7UXiiS2eC83oWBN2ImPGBneRLyJLCMVxKvD3PYwt91DqxABQnVkFH1Q54VabBoWKSIK3DIzPaOx8w57aTxVfObFXxiGLgi0vR3WbwCbHUQR6uph927qdAKh1tkLJ95851BpaMPsKRkA0Iuqb2WL4vO7qmuFR7/8jde7R8YmC/Hp//a9X/3Fdw797a/OTKrCz779TREsmWjPf/db6eHeR7/0B7y0pGpvss0eCFdND/fnUok5y0wIoZm033w2NTnY6wtV3MIzLK+FfBoIS9/YTJFHB3nW+o7DBKcBS01loiBZ4NGuRD4CQf7izOW6ZvV0xs6dmras6/fGURS4Ju+JYRiG+VBY+gIETZAuidrqyG478rTQR0boEQHEenpXBzxVhNTiHdwcnWb69KftqOTa/B6ZOp0QysEoZ1oSEggFCwCA2mjAMrPLehVKraGRV+tq7jly7CmE4OEDn7bZHF4veL1X2liW9dbxQ08/++OK8L5EoiebG5/dg93lGXv2oOIPNHzsEcnrOxFsPfKdb9caqYOnph2+EoQQIcSm8Bwv/Or73x3sGTx99NjDX/iC2+0uFJa0MTsQrjJNffDCqXBtk7ekbPYplYSQVHRycrDH5SsJVdct640vF1JMCKkwbl9SxV67AUF19owIQkDDeTroQvoSEp8RQDg/+4BrhIB6NcgJkBaXMLVDkX/WjA7DMAzz4bK8XIpJOGmgjJ/UHeW+udK4p5Q0nBKfWEocMzISOfT6mTmbsacmrzqIUdeNWGyhrnRI63SeXJw8nWgmD6VhUCfJANRSIAUYF8FZAeu70XPLvYFlc2PDo4eaGz95/NQL5zv/YueWuxrqW3zeAEY4l8+OTQ69fuTFsYnJqoq78oXpyanjcy5HCHn9of4f/8go5Js/8bneUOXpbb/j+29/XR4IzWTDIIRClbWU0lXrN3WdPufylzzz4x8XC7lAec1Shoc5rqy6weZwTQ71TY30ubwByeZAAEU1n03EAKGymgZPSdmNHVmwDAiBVwMKMGmDhQ5ComA3oCp/sbTdbBJBVVkYc8DCBznxBMJ5cM4NRBAGWpkD6oDMgtEMohBUIaSyOIZhGObDCq3b+8CNXclTmaO8hhc57cjrWmmTg9f+nljWxMTEvJdQLo35626DmpebVDSY+yK4U0M5ClSijhKycog/Gkd9N3YPsynB2pp7NC2VSPZgVOQ4QIhaBJkmdjiq3a6aqemT8fgFCvMvshBiZfMZdP/Dg9v289/7VvVgn2NWdoum5tdt3Xz/Zz7/xnMHX3r6V3a3DyidPb+yFLpWzGeSuWRcU1UAKsqKw+N3uL2CJN/kmdi5TEa22fglpAxTCpARIKJQlUdXT89QoEgg4NahRJ1zqPVVjTQMEQUyIlhXnZNOgQICZDcgpIL9umcnURNBXIKETHU8J3GHAkWSBSF19tlPDMMwzIdMOpG48VBmiWxyyGWvhmvuRYTQ6cnJ+a6gIMQRVud7aiEycZab7XbiBUAqTo3zZwsoeTP/L44Q7/M2eD0rFNnL8zIAsoiua9l0ZjiWuGAYixyMQAiJJWMJlytc1JwO15zwopBNuT0uh8vVc+6cP1x12ydRlmPpocwMaiDI8ZAVocCDhQABiBZ1GshpIMVa/E9AgBZ4yAhQEEDDFAB4gmwmuAxwGGjRD4YC1TDNCCgngsaBBcADyCZ16shpIOE6URTDMAzzofBehDLMHWe5oQzDMAzDvF/SiQSbeWcYhmEY5g62pLoyF0nOoA0K+vwlU8OrttQIsUh2gSpknD9UVhHyYyNf0Jd1QDFy+UNVZUEFmzn14jafmhVryh16NL3wDltlx75NdSXleiqSNZZR6dXuLakJB+08zRW0q7JVsbR/54bRsQmy4CZiTnbUVIT9bqWYzZkUAMBet3GzN+LJ4UsAACAASURBVD2SNC63cXl8JeVNKwL6ZEJd0bLBK2ST2Tk7mHCgNFxe4uOJltdmPlXk93mb2zfh9HBWhw3bdmqJ8aKFAx5XoWj5Ak6Bt4tUvc7fZxkWPxl77hsWy8vLSwMurWiEy8uDXpeez/B2f1VFyCWQdH6eAs2X8TaXWyAWb3crvMtfEi7xi4i6/CWlfq+haaUV5QGXQytkjQW/LzZPsCZcIlFNw47aylIFmSB7qsNB52KvzjAMw9zpNFVdxiICrtr4ierBb708iHlB5JCuG5wgYCCabomS6Pb6XYWF8hoEV9mj9+0YGZkYLEQzOkbUNCkQ08IchxDmOaRr1wtwxM33PVSX6obSbUd+c7AnpSNq2uwuJyeKogTUCjes5mLdwwmD55Cu64QCwpwk8KbB+/xeXrAkbnmTTy3b79vmmrZ7Av/zB7/IGghR06RY4DABIeDzcDzP8YhQ3N7W3NVxLqvOjd6cNe2f3V06Sv0Tr/3staEiBiLYPSHBJgmaSSglFsKc1+93udxuKoqS5PX6tOK1H51y1yMPK2M9stLww18dKhiE57hgMODz+TICliQhGPCPc0iyux47sO2ff37s/o9vOv1ibyqdNhDPKa72Ws+xcwOY44GYOgGR4wglpmFyHDatZcWRi6tZt+PeKmUoifxViQOra0/0GfvX+kbRGocxNjFgDkcWOtTT37x9F3fmLa1ppz/tbFkfv9AdNWtXVzv7RmJKsHbPCqFjKJGOjheM6/YgOAOf/OTD6d6eku3rXn7zTE1d5Ya6zaeTthoUI+7g8YP/cmrq9pypyTAMw3wwLD8fQnY/9uhDbruSOvVaqrSpJmjrPTO1fmsZ5XzHxhe8kKjJvOVz49NF1/0PbC1308msNfDWyYa968WiqJS6pl/5zcHu+Y/FJmbh+JuHY9W7Hti1Z5PT64XMye60El7zr3aEZF3N+GoChYrplMsRELte+c3LPXFfdctD29YY0f4iXGeL0YIQ5hwOZzIeKVmx7uNrm/x4uisVrgnxkjoaSZHt9/zOygpJiESFprZqu/bM6xeunRqSFLuUzU1D8Euf384R7dSUuan5vtqNRm/UGj76q8r1d6mEh1xBca79450lIpKef+bYtcPAmHe5g2Zx+O6PPXjq7WM71tXmea+FoHHdfQ81OByCdBoAANyVzZ98xFnrsXorWjbvrPFx/rFEsmVtY7huvNonWpZxNsXtcKY6TWf3W283NVU++du3b20ss3Fl3dE3nilt3ZibJPGRroMvd/3up++nsazskPPpwiIXc+LaLXt9VtDoPYw50eN252KxnOV1S9r5wUKhsVrB45kFU8C9/mopcvapV49tuvvhUlwYTRo10UnNCL7b8ca7RsvXNq48c7DzFsduDMMwzAfJsnNlRFcwqA9/94evB9e11vg8Ll/l+q2V55/71a/fGVj4QiMX/80zz780yP/exzeXeR3+ytrxC6Pb7m3LDk2WVJcrBCn+RarTBoM+XimrDtmQXXEj3la6osYn8Qqd6h94/cgpf00VD7zLYwNATp/fozjrGqpvpG4/ANHVkZRmx4Y3WF3qk6jD5clNP/HL50aIogBU+KVf/+qFgsc+df7U8293zbvEFY9FJInLKdXNIVkQOBvPHXnp18cH84pDmX0ukqO8uveVnz1ztH/eZTktnzj61muaFLIp0uzVHn+Z/dVf/Pyt/os1eHKRoVcPn5jIaQB0bGA4L8ki5DuPHR3R6DvPHHxzkl8RRC8/+9tjJ4dbN+0c7Tt/y+/rGsJObLwzTtdW2gCAF1wu0Tp86Plnjg7svHuHbeGLidHTcfKts32aBUY+cvj1N98+fuLJgy/30PrtwamfH3w951uzY6V3gQ4M07C5PQKA0yZrZnGkp0NXShSRA8ChcEkhlWJxDMMwzIfbcnJlnKHH7t5eV+LI8f7dW+o7jneUVZdjSnvO97Rs39lc6urpPDeVuW6ujM1X+vBDD25ZWTLUN+gNhAAZHa+/7Fix5sLJExneVeoQo+MDPRPznkbJla9o3b91rZtMv/DWWXugTKD5qdFkMjUK9hKsp4dHjTXryscH0g4HFxnt75vK1zS11gXsxXx8Mpkr5LXpibHMcnJlvKGKdOfrUdf6sDBdRA5s5QqkdPv2BnWoJ1okfVHjnj1r0h3nhrnSdZXc4GBkznsWnIGAPvLiGeOBTbahnF0khfGkuWPzelGPnL2Q3nVgV4Wg9kznjUIhH02s2ru3ucTedaEzmpmT1cE3tm/Y0FSdGO0eLvrv3rFazk+OZUhRNxPx4u79OysU68S57iLlq0qcJ84Mh2vcsYgV9mCbN5geHzaCjQ413bRxQzlE3h7JGeODA4Z01/rKQy+fKCy23rLcXJmprLFv5+51jf6O012N7VvWNNZ1HX8hvOGh/etq1eHOdwamF7hW8ZY6C6P9WcGLCwbPdZzqlMqbH3tgX3O5MDYOu/ZuCzuL77xxJmVed9C6mhYq2j9x725XpvtkIfCZA9tRamRE8961pb1BSTz56ukCO0SSYRjmw0tTVbYZe0n2331/x4lDU4llV7v54AjUte4pgyePnF+05Z24GdvVsuNPd5T89KkXe2KL1GxkGIZhPkxYXRlmHndiKMMwDMN8NKUTCT6dSNxMF5RSXdMAAGGMF6/MemugS/+kQCklhCy8OZpZHkpIIZu9tkAzwzAMw3zQEMvi3T7fzXRhWVZkfBxhLIo2hDmEEEYgi4ARUADdgOXkqFwfpQCAAWbO6cEAmNKZfwViGWDmDM2iF/M7ZZtNttlu8hyipQ+MEKJrWlFVKWEJpgzDMAzzXrs1iwgY8zNxDAC0Vog2xdq3Sj45qE+nYWDaShdu8B6PABClF2OXmSCGUjznXxHGvOjAeFormJTyguDyejmO4wBqeVmadZBgzDKmyfXrk9wExW63G0YmmZyZoGIYhmEY5j2znB1M86GU5rNZjDlekBDAlkpftdOFTLlnhM/leTdvX1/m7Y3nzauXgByeqrY6ZSKqb9jUpqXjqk4AoKq+kddSRYNiSjkAmxJornRkEnpjW1tbQJqKpAQAgVIBgAcQLj14SgUAGWEFcWnL4AXB5nAghCp5uVqwVQu2EC/5eNHLSWFB6jEWK3NyQxBCHMdJimzoumXdkmkohmEYhmGW5FamdgqY2+5pHi0kU5lUe6CsJxVPpAslyFNuK/RnrsrICQQbP/vFusjfvfWFj+/9iZotByExNgiEODwlNTWuYnJqZDwpCfw9ezdPpy/cs7mm+82k319WHXYkRqcoAIiylsk7FUjEc5fnaWSMYwgbADOTQwRxGcAYOAq0QEwOMJovlYfjHfUN5RIQk/BBXj3cMXTDb5/jeIfbnYhGZ5bDGIZhGIZ5D9zSXSoUoUwonSuAaddTXkEjGVU1eTcyr8kspvnz49LnH6waHsrYZFd1ZTjQXNavupwOxyopqklrf/mDn8cLGdUZ2rXKyA9ONm9aEzJdNgl8qyPZQqFYsR46jwl68qXXziNKuUsJNF7MRS69gol4QXBjXqFABWJwgA1qAUzNGYjNVf/ogdZjx7rzRXBhUOxOAUzVIDZZpIQghNSCikRZ4WmuaMiyjInurm4KZiPdiYzAc4VsdvZpC4IgCIJo6GyZiWEYhmHeI7d2wy0ihkhMPlrMdVmTGjWAcHbqQuRiwsrlxBeeQvbcmar2iv5JraJmVXWp4cT2yaEi1tWu02+ilgN2AeVz+XMXMp/b4PvZLy9srCoLl5Sh6FBsNC5U1PMj4w3bW4795NfSpSkZRCkGsMGVVF8d8dMUsoApJToFDIDRvG8W2T3+mjLv2b6k5Kv+1ONrFcsY1pT1AcOQvdlserKzT6ioCzhgeCixsqlaEHJd41KjUtzpEBLR2FsvvtifvlKCDWHMCzwLZRiGYRjmPXPLcmU4QaRASwQPIDqhxyJGSsQ8RmiFEj6evWAS/WKCC6U8gE1UQB194fl3BclmUFoXCqTH+vqGElomo0UnikTOTYxZBslHC36v0XV6UOFpX3+qoT4MicHOcTA7n01ZwWj3eb1gXsyYARAozVOSwMjmcACApIQkpYyIbgNLeVOlvN3gpExhYs74JaWk2p188tmjRdFVW7WytcGpGlohbXUffyGLXW+f7awtqaxdWWPqFtFiQ2fPd2KHKxa7cPLYmYy8vrl8vLNjqnBVcoxeLBr6nDOuGYZhGIa5XW7lrAwBerbQXyuV2rDYpJRrlm5QvTPXqxk5+epN1NnJ7t5JwAADbx1GAB2/hdmTK3jkbQwgAeBk74tP9CKAs2+cwgBPvv3iTCcJADz2DKJUurSbaeZagdJLRWeACp4sUAE4ixQJ7wTeTmGeFBbL1BzVbV/4dEVfR3dk+NRxeXXYZhYy2Yxq0lS6qBbHJoeiotIQUAr5XDqvZpOp4Yncup17i0S3NDV/9WHe79EOcIZhGIZhLrnZar8zdWU4QZZsLgSAKMiYLxE8ChYsYmbMXM7MX9k7DYDnbq4GDLN+c3nB6GJjQECv1xjTmWb08rNDRO/gqD8UAgCbo95mrwSETT2Vy/bJchkFms/23KLP7brSiUQhx2rnMwzDMMx75NbMyhi+2mLL/Zf/dfKWdLp8aOKsbejwzM+FXH8h13/5qZyReZ8GxTAMwzDMbbSkUEbXirHxYac3INvsU0N9gfIqxeGa3QDpOSk7imfVo3tfICuLOe4mj2K4SZQQSVHexwEwDMMwzEcCpZZlmoa5pFAmE5l0SgqxTEKJLIi5WERS7Ji7XKYFcekJqfPZD0SmCH6/wymM36OTqBiGYRjmo40CgGktHsoQQsC0/KHQ8PSYaRh2m0OWZDWftbs8Mw1km4IxvsmznBiGYRiGYZbFNIxcJrPEXBnq8QREUSTE8nr8YxMjsydgeEEgrFo/wzAMwzDvOUEUFw9lMMZIFGPxSLi0nOe5TDadyCS9FTWz22iqmohGOe5OXVohFjEN/VYdN4Ax5kUBwQdguY1hGIZhPqQopYau2xyOJc3KOHzBickxQRC9HnfPYLcjWDYnIUSSFbvbxXHcByJdZpkIIclo1DTNxZsusUOMRVlyuj134qfBMAzDMHcE0zQzyQQALJ4kaxq6n8+XeUXTNCihiONlm31OG7vbxfP8HXrnVvN5XbuVRw1QQgq5PKv5yzAMwzC3D8/zNrsDofmPJbqCUppLxf+fP3vwQt/4U68McjxHCLm22XKXlihChido2p0AwKl5MTGNlnCa9B6DLwI9xVsaAgAqCcQiyLQwAAQIarO4SUQ6+XmGtzBrCYk+HIXVGq4zUAH0CxIeFYAuGLdRQuZ8UIQQq1jgJBlzvKkVEVAsyjcQ/BUyKcXpvkOjRoZhGIa5hXhB0IrFRReYaEOZY/PaxvM9YxzmeI6nZJ4b/7LurJQXixVNQExOzSJiEV5Ua9qUkQvIMha+8GGdf4O3umVt7/rpA9smwsECIehsr+eZw5XRfk+rLtYD7uRv/VyIncC/j0sH8rzbohFQI7z1Ew/3lBPreBnvWlcLa1ZU901GTUplHlWVh3tGp3hBXO5gHKnzFGqIs5xFMwzDMAwDC5fIo5SW+Rz/5Y8e9rmdxaKOOR5jzusL3ORLmsE6ziQ4EyeBGuIIcIkxITZulq7kx8+j+Y5JuuynkuHlyX/YPL3ti2cE4WLLhqrs7ubEm9/Y8OQwVqxbX1SGo/DFtPC5jJDGcFgxdYpai/QP4laEg1cdy5iLopS63C4+kjBNwmHOpih0CRNR12ov0XWj80QSi94yFs0wDMMwzMVQhhKSik8X81cOD7I53TyQxx/a21xfDgBFTRsd7Y/HxlXTMNJJT7BMlG+kpi0FxAkeFLkA7mqcnILIIPWvwKIHEwSCAkZhgWuPC+bXHu/eVFLsOV0djV4qN4ygwZfa89mOl56pO3ouALd631DQQp/JiBqCPytRX7CZCPg/TFifS5FPpsmyQhmY2QuGMcCyl8Bm4zHc06CrHWfPJLDdF2LRDMMwDPMRdymUoTQhe9Nf/ylwApgG8ELpD7/+Xx9rfvyBbTMN/sPXP/Hnv//wzM8jE7Ev/LvvU+lGUj2QYOeLJva3EzNvJUcoAM97OHcdyU1Yi0UhKyqzB3aMcw7z//zlP7x0z+MUYwDgi/p/euurX37s6S9QeqwjMF8mz02xEyg3UadI3pUIIEQBXrPjhzOkRqeI0oUzZmZQSnU1b+Qz02Oj+UTMJEDBSkZkPZtGDjcvScsdUpkLfnet9eOzZ84kWiVfmEUzDMMwzEfZrAUmzIPDCxwPh38Bmx5Y0VB77661An+xgU2RbIoEAC+/efqFw6dU3RJu7AVNTQQFiISQWBTcQIkAdlTI81ygSAcXXnGpK88FPJplcnnRkfH7Zs4o4DRdJyJCsKYpKQpWUbs1B2RepiNIY1piopCF4jwFgBqdKhTG+AUXw65WGpt6XOQcw4OWRSgAAuDGhmOG/oscFKWS5Q4JI3BK8GCjKQx0nkhS0cvyZhiGYZiPrmuSSxCG7Y+B4rzezXFda/3H79lil280YqCGROxm4rxgULdnh93ZTopR0eQFg4C1SMau02ZgfN34QRKIIt36osMxjr6lWAGC/jomfSrDfyplfSVpiZS+4sCw5AAi4XBHC3mbYZiG1p1LWbpmM4xeVc0rc7e1L9HzPYjjYE+VtpJe0FNTN5Z2wzAMwzAfAvPlyfILTbgcP9Pzk1+/lsrdYCEWm1DFG8TBV6vpc7xOoZhycDU26lGzFyhdZAdTLC0Z5nUTe7MFIVe4wamiBagY/tanqwg2Ffn/HBX/PG6VmdAl4adcS02UQQhxdmelLG/3euUA594ntrlcO3y+Wpcb3+gZ2uNF5389X8fz+PNrjFX0TD4+zaIZhmEY5qNp2ZMrm9eu9LgdR87/ZLkXIuDdfKNbaKGGZVIkCCtByyrgoRaJq68ZJL1oD12D7tEpW2Wg2KD2TB49QjECAE43SpQ4sdCh4yHTui3rLH0C+a5b/2pKnOldRfAvHhxfVsovQjPzRXmVnLuQ2265ACBnmkBvPE1Z9zT+Uy/+Qu3AZ9ss4cLZ08lVopflzTAMwzAfObNCGUqRZsCl8v26qhbzacshzVlGOXz0zHOHTuSKpssFS8eBFOTaiySVLZ53cFXTxusWaAh4AKCw1BMDEnHlqWfq/3VF/t/v/lZe+87MLxGAx4WmX675+aEKniDjdtzKEXzfbewr8M06AMBrdnTUtozVJQCwMD5v0T2WZdPwPYa33qlEdaODomV1MpuHL0qpbs2yft0t/Olm7b56Aw10nkoCi2YYhmGYj5oroQyyLJTNX15d6ukZ+enTqU/fv0lRrtpis6O1tCaw9c3zTy3rZfy0IWDWTsNpB4RHyWELNFhOEDPjHp3XX639xdaxT909GJyVFjMw7Hr+e6sCk/ZKQC8Lt+wopdkiPP22R/ubqJQH+K6XV5dTHA8AgONf9YbGYlEPRjIvHInEJgR5zFuCbyjsQAg+1ap/CgYv/6bOD/ssLdfT0ZvmRDfboc0wDMN8hKB1ex8AAEpIIjJRKFwp6+JwOHlBzKVi85StQ9gbKpcUOwBYllXI5Zxu98Iv47fq6sztBmj9whtZPHljY/3nnPKaYD4hGt5gYf/mqapQ3rTQmR7v4ZMhd0H4qiZNYPKP8rKr/WZSqXwms2gzicB/jAkXBPVHHm4pe7C9waB8dSqMXlSz8WlMLMqLnlB4zpGcS1QWe3VvpTrvUxaBY+PcWdTu9JfeQM8MwzAMc2cxDUMrFi+GMjdsiaEMoliiTgpEQ9kbzg4pIYgAJBAlCAAoxkApUIoAQKLgoUgFyFx/i9P1LDGUAQCnBQaixaVNyVwbygAAIRaiAAghfIOFiYle4NF13yOhYCLhBs5DYBiGYZg7zkwoc4ursFwPRaSIFk/sXVjkqjAFza6GpyGYvv4N/lbJcnCT1YRvbCbmqh5E28JVAN+jvyjDMAzDfDDc+kOLlsPTvqbqlt96y1e2lsu3utMPLCy0tzZxy83dYRiGYZgPC66stnHOr3Zs3gAAzY31oijUVFV4Pe7KcKnX7fK4XStqa8anpmc3ppQaui7Ji8cOZQ0bPtbmPZ8O/cGDVecuTFgAAME9u8I9F8avn6krfuUv/613smsgeTGJxxGs8HGFnL7QxMSKDdvsk11TSy58oxWLhnaxtRys+fN/87U929rLIXV+JA4Aks1TX+qOZ/LzXFnSdG+TrX8yAwAg+VuqHdHklWQjxW7nBQEAwF3+53/05fVb2soJ8bm50Wh2qSObz6e++pe/s2vlpnLnkQvDAABY3r11TXfvgEVYXRmGYRjmo4UQYpnmPHMioiDwPCcIAs9xAs9blsXzPC9YFEAQbnwOBSEuEK5qU7HCp1fvuX/nipJz75zH4Hn8i78XwELP6YPPvzs1J0LhS1podKCqIbyqtI2cfdW19kBjy4qV8sS7F3B1vdR96nxg5UYl1ddd9K2vlo6dG17TvCIxdHqYw1Lj+q+3taUnTv30+dPLSQPmt9z7sd6D3z9tut269ciX/3CNUzs2bHx2X/M//v1fv9HLffKrv9vssA/3vIHC7aUe8/mfveuprv767kftTrHvVP8D96/56be+/cL5qWv71SY7vv168g/ur4M+4RNr95cHuJOHTjSsWyelur/1q7eX9TGaauZM97mgS9qya09fR+eWdSsAoGr15v0bmtWh01Ou1tJC59MvHc/elo1cDMMwDPOBM3eBCQEgBAgAI0Doys8YAAOdybOFZZw+dFXfomL3umwYvNs31vO8uHplg4B5kh36wQ+e99c1XJOqyrWsba31lTStaa8PeWw8OJzyUF/vyy8c85caPzj4btPKOkKIqqKaUvrz7//07QtTJoL6tvVlMr9hzWpF4CuaWkqXmf8qiZxh0FBVzb1bHti3tdIWrGgR0i89++s3enMAvKCPffNvflT60Gf8o4e+dXB05762gM9NUl3f+slpn084dujgvHEMANjKW//40+s6z0w53A6HOvrNZ7qb6twEIJvPLndlCHP8mg3bEhODTpdb4AWvyw4AjW0b/DaxaU1zmCaeevUEi2MYhmGYj46rFphEDAEFVYdDRiHrcchUKzhkniemIiCOGEQriIhEJkYI5gFdjIGWvsDk9IeDZPLgycS6Or47YtgtdXAgKnsFV2ndqtr63OTJjuH0VbMygm3P2vAPvveTSUdTo8/dtrY+7HEMjWY3bqko5oJr28rSoxMZLJa7xThxblxVU9bUXMepOscns1oiOiVyeGJ8rGtgVF3sXKZZC0wklVYf/MSjYa+SHR+aIIIem+oZGK7bsFcfPzWe4rfce8/21avVieNSuH31qlD3233eEplq2XcHzZaQGWhZz00NDMcvLkVdWWCSXetK4e//588HDceaSicx9FOT5qYyGjec5QH+1On+ZQUeDY0r33j+YMve+5yYtqxqqXWRSFYfmUq4RDo5NWlZuKuv37DYYhPDMAzz4TezwITW7X1AkaXyslKEkMwjrOcTiQSlFCE0+5+6rudyOQAoLS3jnT6COErpyNiEWiwWcjmny7Vo4VqEOR5TwwKRRxblZJEnpmlR78OPrX7zN29FiwXzmgQYgecN08S8wCMQBIESUzOIJPGmQQQB65rJSyJYum5hWeRMi/AcR4lpWJQQIksSpVZR1Rbe7wMA2VQqN2sztqTYRQ60ogq8LPHI0DXgJaIXdNP3+a/c9caPnx1X81hUBEwLBZ0XMFCqmyByFIsS1YvapbcxazM2EgVON0xAWOAxUGpYIAmY4wVq6qq+vCkUQRAs0+BEGVOL5wVKDMOiFgFZEhG1DMPSTTYnwzAMw3wkXKkr43I62pqbMIcljNRMfHBwcE5TQkgulzNNEwBaVq1y+EIUc5ZFTp7tyOXzhVxOlmVeFG+oyCzv9SmZRPbWH2m9ZEW1mIpH6eJps7w/6ExHk0uJFDiO95UEL87KMAzDMAxzG2jFojkzK4MxliURELLx4OCIYRgAwHEcz19M8lVVNZPJEEIAQJQkS3IRzAOlalEzTbOQyxVV1WazyXb7HVoyv5DLFXI56xbNZ3A873C7ZMV2S3pjGIZhGOZalmnm0hlRlngA8Hs9e7dv4TgsYJSITJw6dQoANmzYcODAAQAwDGN6evqJJ54YGhoCgC2bt/hLyynCpmW98OobyXQaAH73078j8Kw2G8MwDMMw7xGEMKX0bFcPDwDpbPbIsRMIIZkHkVxVj4VSmk6nLevK+k9Hx3k0NE4RTygtFC8eBvRHX/miw26/TWOllBJCMMZ36JQPwzAMwzC3yd//4/d4ALArtpaVDRzGIoZcMppOXzxhgFKqadrsMyYBoLq62hUso4gzLSudyWjaso9vXC5CyDe+8Y2vfvWrosiOFmIYhmEY5io8ACTT6VcOvwUANh480pWZD0JIOp2m9Kp82FOnTutCL8HCTIP3YIiU0v7+/jnDYBjmw8o0zfPnzwuC2NjYINzO3PlisXjmzBlFUVavXs0mfRnmzsUDQCgYuGfPDo7jBA5FJ0aPHz8O8P+zd9/BkV3noeBPuKlzboRBmsEMJg+HpBjEIEpUDpaVnuwXHGqtJ7u82pKqLJdlrb12qbxVfqt1WbK19eQqS/bTc5CTbD9bkiWSIikxiWOSM8PJATMDYBAandON55z94wxbGACNaQANdAP4fv8I0+jb94DCvfjuOd/5PpTNZl9++eXGDI3ciY0Qevztj6f6BwUinuf9y/d+kC8WOzV0AMC2VK1W/+bvv2W53v/2X/7j0aNHN+5E8/Pzf/133zIM4//au9fvhzx9ALYqBSGUKxS+8+QzGGOfggzkym9cvnz55MmTjSyZxgTMyz/+sfBdFEThQlRry3UmAgCAdcAYK6qGXLYwS28j+P1+v9/vum6pVIJQBoCtS0EIRUKhh++/lxCiUVTKzp05c0YIYZqm3JW9yOHDh6PpXQITxtjTz7/kLPceAABYs0Ag4Pf7Wtjz9QAAIABJREFUaqZJyOLOKu2lKAohRCAB69cAdMSyl94aVnvlrEzxf33vKfRGrkx/f3+hUPD5fLVaTdd1xhil1PM8zrnP53vxpZccJSBzZQAAoO0cx3FdT9f1aDS6oScql8uWZVFKNzQjBwCwLL6AjGkwxoQQQgildFUBzW3FYGyGqq7o2TVUtbze3p5MJhOJRCzbMnTDsizX8+Kx6GSmIDCUkAEAbBTHcRzH8Vxv0fbJDaLpWjgc3oQTAQAQQkIIIYTruo0IRlVVOQXLGHNdF2OMMZZ1elucmr3tTUygsoNMDzlEY1T3qMGozqjhUd1TDI/qjBou0QWk+gMANpjHmGVZG3oKVVWpQm3LLsL2BQA2hRDC8zzbtoUQqqpqmoYx5px7nscY45xTSnVd1zRNCOE4juu6raz/LhPvyIgJISEQuvU/SH6FhBB3bBsJAADr4fP5fD4D47Usma9KMBjUNZ0LvtH5xQAAhJCMThhjhBA5ASMDF0qprIKrKIoMbjDGqqoqiuJ5XivRzDJLRZevXS+Xq7bt1C2rXKl6jCmUep7HOC9VqhvzAwIAwC0YY4ywqqqhUGhDT1QsFuumieUJAQAbScYxcjKGMSbr+MtpGLmK1IhX5Bdy+YkQIncgqaq6wnW6TCgzNT2LECpXl4laiqVyO34iAMCOJm9hhBB5O0MIyWcyOTtSqVRM00QIeZ7neR6lVN74EEKKoshjEUKUUoSQPESmCnqehxCSq+yNQyiljbMsOsTzPCSEz++PRqNCiBXOIt+/2f+ZANguGskxMiJpXGILo5NFkYq8cjHG8lh5VLNoBhJ4AQCbbW5u7tq1a8lk0rbtcrmMEIpEIqqq5nK5N9IAKRf8mWefnZubGxoaymQyjuMghHp6eur1eqVSQQhFo1FFUbLZLELI5/PFYrGZmRn5zJdMJvP5vG3bhJBkMmmapjwkFosRQvL5vBDC7/dfv37d0DVNISdOnJBnkc9/fX19lUpF1gWNxWIY42AwODAwAJM3AKwNY8zzPE3TGluTdF13XdfzvKXTLY1/NvJ/5TtX2Na0fCgjEBKUCEoQJgghxAVmDHMO1zEAYP1M0zRNM5PJvJGZhwqFgsz+k28YG91z8cr41PSM3+eTj2XybbOzs42v8/l845BarVav1+XXnPPp6Wn5NsbY3NzcwkPQGxPXU1NTr587jzHuTac451NTU423NQ6XhziOs2vXro78hwJgG5Cpvou2WMtZFtu2FUVBzWvJyNcVRZHBULNlpmVCGc+vFe/eUzo0Wu/t83wx5Gpq3vRPZiKXLsYunCQe1MQDAKxLPB7PZDKMsaVTyvKLwcHBet0cn5i8PjHZ09Pj8/ka6zvNDln09QoT14SQQqFw8vRpx+UDvT179uyRdWWaHSJXr9b6swKw0zWWaz3PW7hI1JhxWaFXtHyokGvHjLFma0y3hTKC4OI9A7Pvv9tKpoQwkKtpTBnU/FPIXwz2lvYcnz/2tv7n/iU0eRGLzWgkCQDYlizLcl135fhgcHCgXCnP50uvnjx55NChSCTSrvUd0zQvXb5suSwdj+3fP3bH+niGYaTT6bacGoAdSEYwMmqR25fk9ExjYqaRE9M4pJH5K3doE0I0TZMbtuWBi07xk1uJIDjzrr0Tv3ifORAVlCCE/IR+YdfgX+0b/b2RvgAhgij13pEb7/hEfuwhKC0DAFizWq22bF+UhXw+3769e8MBX6VmXh0ft217/eeVS07TMzPFclWjZPfI8MrbIiTbtguFwvrPDsAOJKdV5DYlVVVlMq/rurZt27YtN1rfqorpea7ruq4r/ym/K+MYWSuPUtpYg17kVigjECrd0zP98cMs+JN5nmFd/9l4+rcnp3KeF1RuvdMNRKYe+k+V/sPQswQAsHEwxpFI5K5jRxVK5nOF2QUpL2smhLhx48b49RsY49HdIzKl945Hcc7bEkgBsAOJN8idg5RSTdN0Xdd1XUY28nFCvqeR56uqqnyPpmlys6HjOI2FqqVuBShOyjf1i4eFRhd+r1/Ryx77frH0+xNzc47XeJ0ZocmHPsFV34b97ACA7SwcDuu6fse3YYwDgcDuoUGE0KUr4zIbd80n5ZxnMpnL49cEwof27xseHoYMGAA2moxR5OSKJOMVOcuiKIoMaBBC6hvkalSjGZMsCiwrLKwUygiE8m/rd1I/CU0MQt7si74jFKtw9lAopC254O1Ib37PozAxAwBYA3k7a/Gdg4ODfT0pLsSVq+PraWXAOZ+6edPjIhmLpNPp1uMYXdcTicSazwvADidzYla46mWJqRWKbsupGlkIeNnnGYIQYmG1fHdy4aspqv1B34H/mtg1ahh/tHs4QumSA3Fp6H6uwMQMAGDVisVi60GJrusDu3aplLI3ms+tjed59bpJMO7r7V1hx8RSnHNZ1QYAsAaNNaZmb5CRiud5K1/gK3xXQQg5ScPuuS0omXStx669/K2Be/61UP76TN51VYQWX/lmdNjTQ4oNrQwAABvLtu1avWboOsbYtm25M3MRSqlhGAghy7KWPt7Jx0HXdW3LanSta/HsrutWKpW+vr71/RAA7FBCCFk/Rm6lXjo30whlGGNL6+DJ9Sn5XdSkAo2CEGIBxQup6PYVKB2TMFVu2JZB8Md7YufK7OFg6P8bNxtBkWdEuXLn1W4AAFjEMAxZF6sVtm2/evoMV32mwD964UXXY1owSuhty0OCc7NceNfbHsMYP/Xsc1ogjG9/Q61UPDg6YtkO1gOvnr1k2c6+vaNt+3kAAE3ItBhVVRvp84uSZhpvU1VVVtITCyxsJyLDnWXPoiCEBEZoSZSTVjSM8KzrMCQ+vStJ+sm5ivcVZDbeIDCBLtkAgDUIBAKaprXYj1oI4QuG73r4cc7Yaz/8nmbo9zz8mKYbC9/juc5rzz0tb3lGIHT8kbeq2m0PWlfOnhbCCgSDBx986+zUBHdXMZ28CY0tAdiuGvGKTO+VtbZlwZilb2aMyZaT8kD5RWMztgx0lj2LghAiNicW47eXiepRNILQrOvUGXq2VP3PqcQvvj6/8A3UrWEGlX8BAKtWLBZN02w9YQVjTBWKMcIIIYzkxoeFbxCcN57HMEZkyRswIYghhBChCl7lxiVZnmtVhwAApEZ7V4SQ7HTdCEdkpLIwA0ZO3jQmbBoTM47jyN4FzWZzCUJILdhabnHVhB5FYwLNe26Ppr47FqIYhW9fWtYrs9Spte/nBQDsFI1J4y3Btu1cLtfpUQCwVRFCZAclSmmjzq9ceJLbrRsIIbJ4jIxm5Hc1TVNVVRbTa9ZRkiCEtKwVuFRa9I09mn/CsRgSH4xHf1w2vzlXujd824RtaOa0Ylc27ocHAGxXqqpCTRcAdggZkaDmPSMbGvm/i+rHyMimWQMmJBeYMEeJJ6cK9w1wRccIJ6heY3Sf7r9imgihv80WvuXVmKsKT2v0bKJOLXH5SYy2zHMVAKB7hMNhwzBazJXpOEJIKwX9AADLkim9tm3LdSL5GNMsKJGrUbIJtnyFc+66rgxlmp3i1jf8V0vJH0xm3rmfIvxr0bE48r3Fl/iN/DhCqOR5yCXIo8i9FSVh5qXOfEcvz7bxRwUA7ByVSkVuzuz0QFqi63osFuv0KADYwmQ0IwslyEmaRTuYFiKE2LYt3ylzZTDGuq6vMKlza46XeKL/mxfCJ2c9zr9eueYI/kfZiSer+WWOEDx2+fneU/8Mm5cAAGvjOM5WmZJBCJmmOTc31+lRALCFyTkVObuJMZYTLbZtW5ZlWZa9gGVZsteszKiT4Y6u6ysvSf/kqYg4bORP/n3mg/bVN499pn6Gu5rgKkK3pfpSq5565Yfp154gsHcJALBWzZ7GutYWSlIGoGvJiViZ/yu7SMok38Z+JYSQDF9k/Rj5BhnHrHzHuG2CV6k6u/7uZPj07PxjR83eXk8NCaQigYjr0orpvzmXfvnZwPQ1wrfM4xQAoAvF4/FMJrNVJmZkKmKnRwHAltdoxuS6ruM4lFK53bpR7EAIIV+Xm54wxrKR5B0/efFaNXFZ5MzN8NlpqydmJ2OeL4A4USqmkc3p+Rzk+QIA1k/OIbe+iYlzVqtUmOcJIfDSgp4bDNpJAtAu8sGgsT1bzsrIejON0nmyr4imaa33nV0+7Q4L4ZvN+2aXy5UBAID1qdVqruu2uC1IVdV40D/+6gsIod50Mlva7L5vjuMUi8VoNLrJ5wVgu5LTM3K6pRHNyBdXFcE0bI0dBACAHYtSevyuY3Id3XXd3CsnN3kA0BkbgI0g4xU5SbPwlTVYJpQRQniugxBSVE1+rhDCc2xMiKJC9W4AwHqFw+FVVWpp3OmaNZPbaFsrSRmArWX919cya9WcMWKVQ8Rz7FvNI61aJaxwXF9cERgAANZgDRPIHQR1ZQDocsuEMoLz3cPD9xw/ztxbO65dx77/vvsH+ns3d2wAgO2pWCxaltXpUbRKdrPr9CgAAE01z5XBS//V5qeo6enpr371q+Pj41/84hf7+vrki67rfulLX5qYmBgeHv7VX/1Vv9/f3pMCAMCqeJ5XrW52rjEAoHVNN0Mmkz0+f2BDzx0Oh3/hF35BbjFvvPjSSy/Nzc391m/9Vr1ef+aZZ6AyFQDbj2EY7e1aIBBijMvKoSuXqylkM7VKuY2nBgB0XNNQJpebN+u1DT13MBgcHR1t1MaRTpw48fjjj/f09Dz88MOnT59GCDHG5AQvhDUAbA+hUKi9DRoF53XLKtasYs2umdaitroSoWR4cCB//QIxS4lEvPUPV1U1FAq1b7AAgDZrGsoIscy9YBNwzhttM2Xs8m//9m8vvfTSn/7pny6cvAEAbF3ZbLZWa/OTEkaYUIUqtFlCMUZ4ZHjo/jfde/+b7k3EVxHKEEIaTXoBAF3otjleq1ohZhVxVmb1WctEpTyzTYQQqVVuXr5YnZthFmMCoWBI87Vh7YlzLmeDTdP0PG9ubi4Wix07duzFF19885vffPLkyf379yOE3ve+9z3xxBO//Mu/DHcTALaHts+wYoINXfWrGGNsaCrByz+kra33k23bhUIhmUyue5gAgA1x+3J1bu6/cHvE71drZVQrI4Mi5CCEUEBH167Kt1yzzD/zHNSOUCafz//u7/7u66+//oUvfOHTn/70d77znY9+9KOPPfbYE0888dnPfjaZTH7iE5/Ab6C06cMWAGBrafvljBFWFCUYCGCMVVVte28DWN0GoJvdFsq4GJ03zSLnSvPeKDcdh4Xbs6somUx+5Stfafzz/vvvl1988YtfbMvnAwC6UzKZzGQyW2XJmFJqGEanRwEAaOq2UMa/a+T1a5c+HPT1GQZCqOJ5L5bLnhDHgsEBXUcIzTnO56q2ke7vzGABANtCLper1+tbZckY0n4B6HK3hTKUKiqlcVXdHQgghH5cLTlvwdmSZ9xQ5Ct+VQ162IN+9wCAdZAdcTs9ilbZtp3P56HgLwBdq+lCEkJoXJgPHInoJTyq35pc1TH2bZEHKQBA11ptoox4wzrPK5Zo8aiVa9UAADprcZUqsSDBTdTQvz6T/feJ0hEt8MFUCiFUZaxomjAnAwBYj3g8nslkWowPGGMXLl6q1U2EUDgUWHNAI5CYmJycy2Qbr6SS8eGhIdI8NVCS2w7WdlIAwCZYHMo4qpbzPMY5JWSf3/8v17Kf8PW/J5pACAkhpm2bazpc0wCA9TBN03XdO8YQkuu6N+dzuw/fzTzvxplXiard+ZjlcMavTU/27D3s8/sRQpZp3rh8ZnBg4I7D0HU9kUis7aQAgE2w+Bp2IvF/rFQzts2FqDP2U17yQ7GURggXouh53yiWURgWjAEA61Kv11e1fUlR1GRPb6q3DxMs0LqWmZI9fem+Xem+XYl0q/1xHccpFovrOSkAYEMtnpXRg+GXvf5PT08dIcggBCH0/05MIIRMLs5hMp0e8Bu+DgwTAAA6hHMOnbEB6GaLQxmMsT8aL0Xj/zx13a9QTTcQQma95ilqrGeXf/X5egAAsEg4HDYMA+rOAQDaYpnmtDJYCad6qoW8W695rqsEw6FwFIIYAEBbbK2bia7r0LUAgG62TCgj6YZfSamIc8451TRCINkXANAepVLJsqz2NsfeOIwxy7I6PQoAQFNNQxmEEFVUhBCEMACAnczzvGq12ulRAACaUoQQjm0zz1vDwYQQqq4UDAEAwFI+n2+rdC0AAHQ/pV6tVorFNebfYUwp9QXa0CUbALBz+P1+VVW3SgldVVXD4XCnRwEAaEqplsu34hhCiXqH7q+Cc+GaC/4t1jadAwDYyQqFgmmamrbGYnebjBCiKDD9DED3UvgbD0bhY+9WI+mBN73b8AcuP/O3y70ZK6FU7of/g1VzmzlEAMA2wzlf1Uww56yQz3uuyznHWFimuagbpeu4nPHGh1umyW+f8nEdB1Fk23Z2PiMEp5TalolaI9tJwiYmALrWTx411GhP/rm/DO8+bjrx/I/+Ytl3R+796Xt+6f859df/t5MZ36wRAgC2G1VVW+xagBBSFIUw98l//CZC6MiBfRiTCy//CC3azS2QTyEy/yag0Qs//uGiNwjGdu0bNeu1p//1HwZ39QeDQSRQMhZtfRgAgK61eNY08/w3EV1hKlU8cOTA2WACQhkAwJrJEnkt5spQSg/uH7MdR6H06OHDfr9/0ZSMRAiRTR/vu/eepVM+GGPXdWPRiGb47jl2JB6PY4wJIa2EMpRSw7jD4jsAoIMWRy218X/39e0Pjr152Xcb6d3Zumv07jEnXxcuFFoAAKxFuVy2bbvFBBTGWDaXQ5gYuq7rOqV05T7VzT6WMUapQgi7OT0djUZ1XW+xUp+mabEY9J4DoHst6cHUM/qxX/+j0WRwhWP6fun/+JpZLb/27Y0cGABg23JdlzHWSijDOZ+fn5/JZAlCw0OD69nCrWnagf1jp8+czeQKxtWr+/fvbzGWMk1zZmYmFAqt+dQAgA21eHIVY7orGtib8MV9ynDUGI7qCCG/RvtCGkIobCijcWNP3E8UqAkBAFgjQkgrMyKc80wmc/b8BSH40MCu/v7+9ZwUY5xIJA6M7SMYz2Tmi2suQgEA6DJN14nPzZt1l02WnZmKcy5TPz1Xy9Tc6bLN4NoHAKxPNBr1+Xwrv0cIUalULl2+4jI+0Ne7d++ooijrbN6EMU4mkz2phOuxs+cvFAqFVqIZjPHKS1oAgM66Q8qb4/FdYd2vEtsTQY3k6h7jEMsAANbFsizXdVd+D+d8YnKyatp+QxscGGhXdWBN0/aOjkZDwZplX7hwsVar3fEQwzBSqVRbzg4A2AhNQxnL4+fnTYHQpZxZtllAI3M1z4P5WADAutXr9ZVDGdd1L1y8eHM2o1J8+ODB9uapBAKBu4/fFQkGitX6tWvXl90PtZBt27kcFNMCoHs1zXp7YCBkMx7SaMqvqhT7VFKymKEQjeL6HZ6mAABg7Tjnk5OTN6dnFUoO7d8vN0638fMxxrquj+4eOXXm7Ox8NnjjxtDQ0ApLSJzzO84hAQA6aHEoIzz74uSMaS7fcAQTRdW0fKnCzMrGjw0AsD1FIhFN0xzHQQhpmiaEkLGCoiiUUtu2b07PcCH606lUKul5HsZY0zTP8xhjGGNVVYUQnucJIRRFIYS4riuEIITIj+Wcy3hFbpVa9izRaHRXb8/UzNz49RvxeNzn8y17Ftd1PWjPAkB3WxzK2PPXvv2lzxBj+c3Ywf2PvOdD/+lfvvGV6vkfbvzYAADbUywWGxoaqlarCKF4PC6EKBQKCKFAIBAMBmdnZzFVGOdHDh9Op9Ou61JKE4lEtVqt1+sY41gsxjkvFosIoWAw6PP5crkc51zTtEQiMT8/L4OP/v5+2ewJIZRIJDzPK5VKCKFQKOTz+TKZTCQSmf7u96p1Mx6Ph8NheZZKpWKaJsY4Ho/LQzDG6XS6k/+9AAArWrLAxLmTvdHs3XrPaMynuMUZwWC6FQCwRpTSwcHBha/09vYu/G61VrMcLxQK7d27t/F6IpFYeEhfX1/j64UNkqLRaOPrSCSy8JCF27kTiUSxWPQ8pqjakSNHAoHAsmdpHNLeRS4AQBtBu1cAQAesHBkIgXRdi8ViGxpAVKtV27Y1XbvjeAAA3Wy1rdTgagcAbCyMsWyZJFegNprjOOVyeRNOBADYID+ZlXFLmdiDHxd8pQS39J5jCoFoBgCwgcLhcCgUrNZN27Y39ES6riuK4jHI6gVga/tJKFM+/b3Qwbd+8BO/EQ/6m72bYpwpVrhjbsrYAAA7Ua1Wq9fqm3AiwzAUVUEY3bH0MACgmy3IlWFe9eLzf//fPoXpSgk0wnNWyAsGAIB18jzPY0zXtIUJvBuhUqnYlq0bBoQyAGxpiqJpnuPIfwjXtGcudnZAAACAEeJCyJIwG4dzLoSwLatQKCzcDwUA2FpIJBbT1/pEgglZ87EAALAswzBqtWpmbkaWgdk4sj8lYwxaZAOwpSmarkcTCc7ZGnYnyQPqLfRjAwCAFtm27XlM1bRGrZcNkk6nf/4//2y9Xo/H4xt6IgDAhlIQQkgI5jpCIEKJqhl3qvfAXdvmnGOMVN0HTzMAgPby+/29fb25QtF5Y+17g1BKjx45sqGnAABsAgUhVCsXrpw64Q9FwolUenDPCm3VEEKcsfmbNyqFrFktH7jvUc1out0JAADWQKawcL7huTIAgO2BIISEEP5whFASS/cTcoeieYQq0VQvoYovGEYwJQMAaDfTNE3Twhiv/FgFAACSghAihEaTPUYgPD1+oW9kny+4fFtsqVYuZiav9e3eV87N4zvFPSur1Wpf/vKXp6enR0dHP/WpT6mqihCamJj4lV/5lT179kQikc9//vMbvVgOAOhOur7hm7EBANsDQQj5Q5FE31AkkYr37Jq9ccWqL18sXAhRr5Qzk+PJ/qFQNNEztGc9q0tCiO9///sY49/+7d+empp65ZVX5OuO46TT6c9+9rOf/exn/X6/fGfDmk8HANgqdF3XNNV13Uql0umxAAC2AAUhRCgllCKEoqleQqlVrzmm6XmLe18rqua5Ts/QnkA4Jv+JEFrzYrYQ4tSpU+985zt7enoeeeSRV1555cEHH0QI6boeCAS+8pWvuK77hS98IRKJPPnkkydOnPizP/uzT3ziE3LmBgCwjamqqmkaY5WNTvsFAGwPiwv7hmLJQmZmniSN3W+6/Tuifvm5Pp/wh9o25SuEkKk5GOPGjMuuXbu+/OUvI4S+8pWvPPXUUx/5yEcefvjhY8eOffSjH1UU6OMNwPZXq9VqUOIBANCyxcEBxtj1vOC974/c9zOLv6UY7qW/X3mrduswxgcOHDhx4sTBgwdfeeWVxx9/fGpqKh6Pe56HEBJCFIvFvXv3IoT8fr9hGJFIpF2nBgB0M7mYrOtaLBbr9FgAAFtAk7zdZYOGtgYSGOP3ve99k5OTv/7rv44Qevjhh7/2ta+Nj4+fPn36N3/zNz//+c8rivLYY4+185QAgK2AUkop4ZzDAhMAoBWdXLKJRCJf/OIXG//8nd/5HfnFI4880qERAQA6LxQKBQLBcjUDy0wAgFasazc1AAC0XalUqsLeJQBAyyCUAQB0FyEEF0JVlWAw2OmxAAC2AAhlAABdByNECIFNiwCAVixzp6CUVq++hBV90evm9VeCCpR1AQBsrHA4HAwFZzPZYrHY6bEAALaAxaFMvVLSNC1cPM1ePHn7niURo5ToulWvGX5oJgAA2CimaVqW1elRAAC2DAUhJDgXSBBCa+Xi3OR4etdIqn9w6VuFEOX8/My1S70je32BEGdsnT2YAABgKdd1XdejlGia1umxAAC2AIIQqlfL+dmbVr06PX4x1T8UjMaXfSvGOJJIR9O901cv2mZ9/uZ1x6pv7mgBADuFpkE7SQBASxSEEPPc4vxsfm56YO/BldtiI4SiyV5K1YmLp4VA4XhqUwYJANhBAoGA3++bzxUymUx/f3+nhwMA6HZyhQhXijmCsVmrCMFXPoBzZps1IUStXGhzAWAAAECIc8656PQoAABbhoIQ8ofCuw/fg4RQVO2O0QlG2PAH0wO7Mcaa4Wu8LoRwXdeyLM/zNE3TdV1RFOiaBABYLZn2izEikI0HAGiBghBSVC2a7GnxAEJpKJZo/JMxJr+YnZ01TVNVVUpppVJhjEWj0Xh8+bQbAABYmWEYiUTizu8DAOx4batAlUqlKKUIIYyxeEO7Phxsb5zzYrFICMnlcgghRVHi8Xgul2OMEUJisVitVpO7cyORiBCiXC4jhPx+v67rxWJRCKGqaiQSKRaLnudhjJPJZLlctm0bIRSNRhljlUoFIRQIBHRdz+fzCCFVVWOxWDab5ZwTQuLxeKVSsW0bYxyJRDzPq1ar8hBN0+RZNE0LhUKy2MnQ0BDMGWwQXdd1TStVqsVicdeuXZ0eDrhNpVLJZDIIIV3XQ6FQPp/nnFNKo9FopVJxHAdjHI1GHceRLbRCoRClVF418pBcLieEwBin0+lcLud5HkIokUiYplmv1xFC4XAYY1wqlRBChmEEg0F5iKIokUikXC67rksIiUajpmmaprn0kEAgkM/nhRDJZFJ+q3P/wcBmaFsooygK53xmZqZWq8lf07GxsXZ9ONjeGGMXL15ECMm7EiFETvJxzjHGc3NzjuPI+51hGEIIGaOoqqooimVZQghKqa7rlmXJQ+bn523blodkMhnOuTxE0zRFUeTtklI6Ozvb+HXNZDLyEIyxYRgLD6GULjyLaZqe5/X398NW4Q2iqqqiqoxz13U7PRZwGyHE3NzcxMQEQkhRFE3TTNMUQhBCDMOwbZsxJq9ZxphsbK7rOsZYPoooiqLrer1elxddNput1+ucc4TQ/Py867ry//Fmhyw6i2EYnucte0hjYJqmhcN32MsCtoFboQxVlFAsobZ8a3Ydu5TLCn5bjjDnvFqtjoyMwNMqWC0Zdui63vinqt4qLc0Yo5TKOT851dd4G+e8EU/VWVUMAAAgAElEQVQwxhqHeJ7XOETeKBuHMMYaX7uu2zh8hUOWniUajUJN/Y1Tq9Xq9RrGCB6mu43nedlsVlEUeaUwxhZeGoqiyOtCPlE0riAhxMJLu3GI67oLL3NCyB0PWXSWZofIgRFCQqHQBv2nAF1FQQhRRR0cOxCOr25ZupCZu3nlUiNXBiFECFFVdXp6mlKKMR4cXKbOHgBLyQesLVTg1bZteRvt9EC2J7k6DXVlupN86tgSLMuam5uLRCKdHgjYcAQhZPj9wdXfMiKJpKrf1qeJc26aZjQajUaj8NsDWicX2rfKI7hM1lkYxIP2UhRFUShnXK5QgO6BMdY0batcqmDnIAghTAjGq36+xIQs+oXGGMuJx8ZEPQCtkLPWkCcOJJ/PZxg+1/Nk3ijoHpTSeDy+VUIZ+Sep06MAm+HW/80KpW+59+hQb6vVe69Mzjx/8uyiF+XvTTabxRhjjAMB6DoJWrWFZq3lFicI1jdOvV43TWiK0o0YY3I335aIZgzDSCaTnR4F2Ay3QhlCyMHdQ8f372nxMILJC8uFMr29vdVqVeZ8tXOYYLsjhHB+h0rT3UNVVfgN3ziMMca4qqrBYLDTYwG3EULI3XydHkhLbNvOZrOwg2knaDr5xoU4VbUnbBchtM+nHfBr5E73bs75jRs3ZIEZuNGD1imK0tvbOzMz0+mBtEoWw4CJmQ1CCCEEEwKrA91oCz11cM630HQvWI9l7hRMiKzLXi5bv3Y1c932EEIH/dqXRlOHA3pSpSsHND6fLxAIwM4OsCqMMVnPaktEwFD+caP5/X6/z1/J5WRdNdA9KKWpVGpubq7TA2kJxhj+GO0Qy4Qy/5av/Z/XspO2V2G3Qu/zdednz88M6Mof7+15KOJbeoiEMa7X6xMTE7L70ujo6EaNGmxNjLFCoSDXH1OpVKFQkOWtgsGgLK3b/UXnOOeWZTHGTNPEGMu/tZqmBYPBUqnkOA5jzO/3R6NRuIeumW3btmMjCBc7x3VdmRNDKY3FYoVCQW7Zi8Vicvte90+YySkZuSKGMZYlwg3D8Pv9hUJBCBEOhw3D6PQwQXss8+v4zUzlXN1BCP1cb+S/7e3xhPiVCzPfyVULnvOtbGWFUIZz7vP5RkZGtsSzNdhkMzMzf/zf/8RxXSEQxsgwfLZjc3arGJ1PU2LRyP6xMZ/P152/P3ImZm5u7vzFS7bjPPPCS4QQx3GQQJQSRVEd1ykVipZZ/9iHP/S+970XQpk1c13XdT1Kf1L9DGymy5cv/+mf/0/GmRCIEKzpumPbsle5Yei6qvQkE3v37pUFdjs92GXIS3ViYvLqtfEnn3kWEYoRlhv7KaWKqji247nuf/jITz/80EOdHixoj2VCGY4EQiiu0E8PJvp0FSH06cHEj4r1CpO/zE1hjKvV6uXLl2WuDMzKgIVc13UcW9MNTdNNs+44NiUk4A/YtuV5bp0zez5n22fuOnbUMIxuu0XKZ7vrN27cnJ1zXU/XNCqwaZmUEEKoz2fUTRMj7Di2UHTLcSCNZp0wQqqqwi7IjrAsy/Ncw+dXFaVu1l3HURTFMIx63XRdlyA0NTvnuO7hQ4e6sMaMEKJer4+Pj8/O5xjnfn/AY9yyLErJGw0NLEKwbuhQCHg7aTpJ6Alhcy7DW4tzdqfkAFl2et++fQtfgRs6aOjr6/vUr/yyoig+n69cLsu562AwWKvVHMd59bXXxq9dL5QrJ0+dHh4eSqdS3TODLWviXb5yZT5fxAj3pVN9vT0PPPCA4ziyxV0wGCyXy57nvfDCCz8+dbZYLDqOA3PXaxYIBHx+Xy5flN0BwSYbGxv733/5vxqGoWmaXJdZ+Et+5syZcxcuzmXz3uuvjwwNJRKJ7rnPCyHy+fzlK1cKpQqlZFdP+t577x0eHpat1jRNMwxD7rElhAwMDHR6vKBtmv61KDP++auZ3xhOekL87vh8feUJGYTm5uY457Lehm3b5XI5FArF4/F2DxhsVaqqjoyMyK8TiZ90yUgkEq7rzszMhEOhk6dOFcrVytnzI0OV3bt3N/qzdBDnvFarnTt/oVCu+gxt9/BQf18f5zyZTC5c/ojH47IpJiYE8oLXiTHGOedCQEnljtB1fc+eW4U5FtZlicfjMgFFUZSTp05n88VyubJnZHh4eLgbohnGWKVSOXf+QsW0QgH/7uGh3t7ewcHBVCqVTqcbb4NKM9vSMqHMft+t1Mtni/UXShMCIU8ghBBGaL+/aVZmb29vvV6XiZyGYaTTaXgqBavi9/vvufvuixcvZfL5qzcmuRAjw8MyXJDzHyscu9p66o7jrLyhVLascxxnYmLy2sSEx3jQp999/C5Z6SQWiy3NUCaE9PT0EIxlH7sWRwKWsizLsmzYjN2FGGO5XC4cDt97z90XLlzMl8qXro5jjGWjeIyxbdsrX6qqqq4q7mnlUqWUOo5zdXx8anqGcREJ+O+9526ZytNt619ggyy8U9z6/fvUrtiRgN7YvtQQVcjbY4E33rr4l5UQEgwGoaQVWANCSDgcLpfLfr//0KGD6Wz20pXx65M3C4XiwK5+zvnp8xcDoTBCTe9KVq36yIP3tVgLy7btZ557QdGb5hcz5hHPOXTwQDabvTmbQRin4tG9o6PBYBBjLITIZrMLu2pLch1KCBEKBrthPmmr0zQNWrl1IRmphEKho0ePzM7NXRm/dunqtWwu19fbK4Q4dfa8PxhGTa4szlgiErjr6NEWY33HcZ597gWiNU2e8zwXe86RQwdnZmYzuTzGuC+VHB3dI+MYx3GKxeLCKRmwXSkIIcG553nT8/ndu3oxxgpC7/BThJYJnLlllRHiXMzM5xljMIsO2kJ2xq5UKvKL/v5+QsiFS5cLlWr50mXbsjzFd+yhtxGy/MOcEPz0yy86rtvi6RhjRPcfffNbFGX5gKNYyH3v7//S4wJhTDAe2zfak043kpGFEMs+egohTNMUCJXKZdd1YffNmum6rutaqVKtVCqdHgu4DcbY7/fXajWMsc/nGxocxAhdvjqeLZTypYpjWUw1jj70VkqXn06rlEsTr7/c+h8OxhjSjKMPPqY0eTbIZuef+qe/4QIJhBWFHhjbl7p95RfsEApCyKrXSvnsPz39wj89/ULrR5Zy865tL3rR8zyZYIUQiq6+2zbYmRhjmUwGISRjBUJIX1+fYRjXrl+v1erC87K5zNlXXm72ZCaQyGdm6L6hFk9HCKmWCudePdHs0dCyTJ+uawqllI4MDw0ODq5qmtrzvK1SDrU7qaqqKAqDztjdRzaxr9frjX8ODQ35/f4bE5P1eh0xZTafPffqy836Ezu25VvSh3gFhJBauXTutZebPcbU6zVdpapCVUXZt3e0p6dn4YcriuL3+1fz84GtSkEIMc+bvHQhFIsraqsFylzHLudz4vb7tUx7DIVChBCMMYQyYM0wxrFYLBKJyLCgWCyu/Bx3YCBtGIa9JLZu9uGP3H+vu2JF8weOjMlnu6U5MRjjnp6epUtIhJBYLIYxhsYd61Sr1er1OsYI/jN2G8/zZmdnOeeNfBdCSCqVksn7QohSqcSbT7pghPyBgNvyBCpC6OH77nW9Fd6feODofp9hyGy5Rd+jlEIos0PcmgZknlecz6zzs4QQhmH09fVBziNYFYyxruuLAhEZE1BKTdM8eeac7gs0T5VpM8FFNGgcP3asWX5ivV6X+zlvO0oIzjkSKBKJdH/Z4m4md4Bpmg6PQ11o6Yxj41K1bfu1189u8qUa9uv3HL9r2UvVcZx8Pg8baXeCdm4QwBiXSqWLFy/Kp9IDBw608cPBNiYbu9y8eXPZ73qepwQix978Fko3KUQ26/VLJ37UbEVfCFGpVJbWbpePpAKJeq3meR5EM2tGKVUodTwbFpi6EKW02fqp53nUFzr28GObtjfbrNcvrnipwlLvDtHOUIZSevfdd9frdZkR1sZPBtub53nT09MrtJOkhOqGsWn3x3WWM7FsGwqirEcwGPQH/KVqrVardXos4Daqqu7atWtycrLZGwilum7QzdpFzxjHzaeACCGwl3CHaOcvHOf82rVrcrcqIWT37t1t/HCwvW2hhyeZB7Y0rsIYBwIBSO5Yv0qlItuLgm7TyJXZElkEmqbFYrFOjwJshnb+OnLOOecjIyO7d++GmWGwKt1QLbR1iqIsvZXLfaoy0IHVpfXgnHMuVFWBOlXdRghxx3qV3cNxnEKh0OlRgM3QzlkZQogQ4vr167K9Ths/GWxviqL09PTMzMx0eiAtaZTIW1S+gnM+Pz/PhWCet1Xu9d2MEALVfsF6cM5XtVsKbF1tTvvdt2/fqnJlXnrppYsXLx4/fvyuu+5qvPjqq6++/vrrhw8fftOb3tTG4YGuxRjL5/Mr5MpsLZVq1XVd+DO8ZpFIJBwOzczNF4vFTo8F3EZRlL6+vq3y1IEQ7OffKdp2t52bm0smk5cuXZL/bGUH06uvvvqNb3zjve997x/+4R/+3u/9nuxTeuPGjS996Usf//jHv/71r+u6fvTo0XaNEHQtIYRlWSu8gXPmug5nq5vqE0gILtbQh2XlJzkZqS+7wKRpGtw4169Wq5l1s9OjAMvgnFer1RWeOjhnruuuNvWNC44EWsOl6rnuCvOfhmGkUqlVfSDYotoWysjfmL6+vlAohBAqlUorv18I8fTTT7///e9///vfn81mn3766Z/7uZ9DCD355JPvfve7P/CBDziO88Mf/vDIkSOyzzDnfNs8tYOlZLb4st9SFKVayL72ox80a+yyPCFMy+III8EDPt+qjuWMBVRlhV+2WCy2dNJFZslgjAN+P0zJrIfnea7nUUqgAn234ZxXKpUVLtV6Kf/qcz9Y1Y2aMWZaFqFUcO73Ne2Mtvx4GPMrTcsHe55XqVSgOtFO0LYbriy2MTs7SykVQszOzq5cmEgIkcvlZKOvdDrdmM6Zn5+X60rJZPLs2bMIoSeeeOLll1/++te//slPfhJ21m1LlNJkMpnNZpf9rmEY733H21b7nCeEmM3MB2OpajGbTsRXm7y1cv/e2dnZffv2Lc2Vkctkuq5Drtj6aaomn4vAVqHr+nvfvupL1TStkmlHYvHi/Fw6EVvttSM7Yy/7Lc/zTBOm93aEtoUynucVi0WZ9IAx7u3tXfn9GON0Oi3XXGdmZnp6euTrvb29slTa7OysnOl59NFHjx8//jM/8zPwpLtdNRo0Lvt0xRi7eOnyCtXQm31moVhSM3nHrBYLhdXuHY3HooMDA8uOZ4W6W57nCYQKhYJt21Baac0CgYDf78/m87lcTq47gy5BKY3H4/l8ftnvep63hkvVdpxq3Tb8c2atXCzkV3upxqKRwYGBLbE5HGycdoYyQ0ND8/PzMkC+4w4OjPE73/nOP/7jPy6VSs8///zv//7vf/WrX33HO97xrne963Of+xyl9Pnnn//MZz4j8xJ0XQ+FQrC6tF1xzsvlcrPvmqY5kcnvO3JXsx51zRhpjzFOCG7WAbsZx7bGr1/q7+tbNnrGGKuquuxvI6UUIwSbl9aJMcY5E+LOtxGw+VYIGmzbnpjL7T1yfFWBhU+IgOcigWJruVTt8WsXdvX3L3tGTdNgdWmHaFsoI8ubCiE8z2sxqeXw4cO/+qu/ev369c997nM9PT333XdfPB6Px+Of+9znLl++/KlPfWr//v3tGh7Y0vyBUP/Q7k1btanXqtnrl1Z4QyKRWBrlNNpJaqoKz4jrYVmWZdkYr/RXE3QEYyybzS5sJ7mIEQjuGhrZtGq/9Vpt5UsV7BBt+4ULh8Occ03TAoHAzZs3W5xdP3bs2LFjx+TX9957r/zi0KFDhw4datfAQPcjhEQikTuminePQqGwtMuSEKJWqwkhoEReWxiGkUwmOz0KsIU5jlMsFmVGJtje2lztt1gslkqlQCCwwnoBAIvc2sa8RRYQG5k9S183TVMglM1mF3X5Bqui67qua7ZtQ6nWbkMICQQCW+VSBTtHO0MZjLHneaVSKRgMQoouaJ2ctd4qiREY45UXPrgQW+Vn6U6qqqqKyrmAUq3dhhASDoe3SiijKIrf7+/0KMBmaHPjguHhYdu2KaV9fX1t/GSw7W2tv/2JRGJpXYBGrgxGq670BRaqVqvVWk3+d+z0WMBtPM/LZDIr5Mp0FUWBNl47RTtDGSHE5OSkrGinqip0xgYtwhgbhrFywd+uYlnW0ubAQgjGGBIomUpCbbf10zUd2hp3IbnDY0uwLCuTycAmpp2gnaGMLLYxOjoqhLhy5UobPxlsb5TSaDQ6Nze37HcxxuVi/sq51zdtP4vj2CtsqZbVIBlji1ZRhRDlclkgUS6VXNeFzN81UxRFUahtWlsout0hZFpbs1QwjHG1VLhy/sxmXqpCrK4iH9iW2rzAhBCampqSszJt/GSwvXmeJ3NlFi4oyMZMnudRSg+NDnGvttJHYEyb3D1ly4tVjUcVIt7fb5qmpmmKohDStDL6smzH2UJPrl3I5/MZhq9UqdXr9U6PBdyGUppIJBa2k5TT8HKeklJ6eO8IW/FSXeFqWsulynmsv1deqrLa08IPxxhD1uYO0ebO2Lt3765UKhhjWKEEq+J5XuNreTsrlUpnz52zbIdgXKnVwuHICocTgu+75+6lJQAYY6+dPFVdZW9C27byuVwqlTIMva+nZ3h4mFLauEXKXkvL9mAKBAKQ3LF+tRoEMV1qURN7ealms9mLly47rksJqZumP7DSzX9wV9+e3buXRjOMsZOnX69UV3xiWaJWq5aKpZ50SjeM4cGB/v7+haGSz+eDdpI7RJtzZa5fvy7nHn0+H+TKgNYpitKIZjzPy+Vy5y9etl1XVZRKrWZj9eCDbyN0+XkXIcTrJ16s1etLQxnXdQs1+/D9j6qrWe6plMtPfOuvEwlRrVsXr4xXqtWDBw4sTH9ZNudRZvwgjGNQV2Z9OOecc01ToQdTt1lUicBxnGw2e+7iZcaFqtJKteYQ9d4H30qaJAVXSqWb518dGR5eegW5rluo1g++6RFtNXlmpWLxB//8twnOnXr9zPmLlUpl3759jTUB0zQzmQz8Fu0Ebc6V4ZwfOHAAcmXAqiiKkkqlZmdnhRD1ev3a9evTs3OMi0Q0vGf37lqtdnEq4w8Gm22a4JyvEKl4rjM/c3NV5Ucd2xoa6L/r6OFCoTg1Mzs7n0Po4sjwUDgcJoQIIfL5vFz5WjQM+cDqet7W2pDVbQghhBDEGFT77UKUUrkSVK1Wr46Pz87nkBDpZHxkeLhWq52/MeMPBJtdbmzB5OsiGGPPdednp1e1JOTY9kB/77HDh3K5/ExmfnJ6lgs0NDggG93cysQHO0CbF5hM07xx44aM3KempqBeJ2gFY6xQKHDOGWPnL1yczxcUSgZ6U3v27PH7/bqu05kc501vSaJ5HRdN0w6MDlt2BTmrGI8PoePHjqbT6UQikU6nTr1+ZiYzXygWx/aO9vb2yltks5EghKrVquu6sEi/Zn6/3+/zVWr1LVQAeoeQTexnZ2ctyzp77lyhXFUUOtjXNzIyrOu6rutkco5zjpoEECs0zVZV9cDoiGmt5VLt6elJJpPJZOLM+QuT0zP5fP7A/rFEInHHElBg22hz2u/Q0JD8Oh6PI4Tgbg5aISdjstns+PXrpUpdU5Qjhw4kk0k57YExzs/NvPLcM82yBYVA+fkZsnvX0m8RQnaPjKx5YIqixGKxI4cOXrx0uVyrnzl/gTE2MDDg9/uX3iJvtZlc88nAG2zbhnLJ3Ulu35uembl2/Ualbvp17a6jR8LhcONSLczPvfJ800vVdZwAXb7qEiFkZHh4zQMjhKTT6UOcX7pytWrap14/c/Twof7+/kQisebPBFtIm2dlYAc/aIZzfv36ddM0McbhcNjzvFqthhCSYcH169ev3ZhwuQj7jbF9+5LJZCNWCAQC73n8LSs8zyGE8KHRYCCwEcPGGCeTSZ/PNzU1NXFz5vylq/lCYc/u3ZcuXYrFYrZtywTVYDBIKZWbtAOBAATx6+G6rut5CqWGYXR6LDsR5/zKlSuu62KMI5GIbdumaSKEgsEg5/zkyZPXJ6eYQPFQcGxsXzQaXZhme8dL1TCMDap8SAjp6+sLBoM3JiZuzmZOnzs/n80yxuLxeCwWq9VqMj4Oh8MyIBscHAyHwxsxErD52pz2K+uGQY1OsNT8/PyffO3PHc+TvaO5uFWWXlVUQrDg3NC1gd7UyPBwMBhcOOeBMe5s4p7cmjQ2NqZp2tXrN2Yy2flc/slnn9M0zWNMZitrqoowvjk1xRDRNW1L1ELtWnJHraJC1fnOuHbt2p98/X9wIWQVGbbglxxjrFJCKR3s6xkaHFzUj6kbLtVQKHTo4EFVUSZuTt+cmbsxNW27nq7rnut6jCGENE1DQpiW9eEPvPdtb31rB0cL2qjNab9Xr14Nh8OyMzAsUoKFOOcKxaqi6z4fEsK2bI1SRVNVVTXrdVVXB/p6x8bGFlWG6BJySENDQ6qq3piYRBhxgTjjiqoY4ZDrup7rCSQMXbM5KhQKtm232BweLOX3+30+XzZfLBaLjTVrsGk8z9NUSqli+HyMMddxdEXRdI0QYlmWrirDQ4Nyg2p3XqqEkNHRUU3Tbk7PYEor1RoSSNE1n99vWxbzGMLIH4sm4vFODxa0TTtDGUrp3r17C4XCxMSE4zjJZDKZTMJMO5DS6fSvfebTQohgMCiEkKtLhmHoup7L5U6dOtXl4a8stzUwMJBOpxFCR48elROQ4XDYsizbtjnnzz333FMvvAybl9aJMcYZl7O8nR7LTrRnz57PfubTcobDdV25uuT3+yml5XJ5fHxcLhN3ephNyay1kZGRwcHBgwcPyr9BhJBIJCJT8mXlM6iYsJ20eYGpUCjIEnkyZ/PGjRujo6NtPAXYuiil8QWPQQvTIOLx+FaZw5BT7tFoNJlMNu7mwWBQxmdDQ0PkxRMaLDCtj2VZlm0TAqVaO0NV1Ua2rKqqC5f5IpGIDAU6NLRVkFv6hRDxeLwxYEiO2a7aHMo4jpNKpQzDoJQKIWCpG7RCPjBtoZ232Wx2aZclIUSxWBRChEIh+Bu8fpqmwR+eLrSFaiY5jlMqlXp6ejo9ELDh2jmfLxPIA4FAY2NeYGM2lYBtRk51bIlHPfRGyL70hi470QiESsWizGgGayOXHV3XrVarnR4LuA0hZFGqLwDdoHtTE8DOwRibn5/fQk97K/MYgySP9aCUKpQyxh1nNeXSwMYjhMhCup0eSEsUBTbB7RQQygCwOhjj3t7epb3fCSFyVX5h70mwBvV6vW7WMe7GDTI7nOd5mUxmq0TqlFIIZXYICGVA591qxLh11Gq1pXdzIYTneUiISCQCmyPWQzai0DQdSm52oa0SxyCEHMfJ5/OdHgXYDBDKgM6jlKZSqa3yCC5LhS5tUyeEKJfLAqFareY1b5u30WNbasudSFEURaGMMWhf0G1kSYItdKluocALrAfsswCd53ne5OQk6sqKW2tg2/bm9+OVfaympqbm5+c1TVNVtVQq+f3+wcFB2QKzjeeSG0PK5bJlWXK5Qdf13bt367oeCoV0XV/n58sSeaVKTTaFAN1DUZT+/n55tXY/QgjMj+4QEMqArtB4rJd/dBuP+AvbUC/6uvG21g9Z9vDVHiKEiEQiS7dby7pbGCGMNjUgY4xlMpnx8WsnXn114ua0xwRVKMHEYx7iIuA3jhw8sHfP7oMHDwaDwfXENPI/xezs7NPPPHPxynilbiKE33jqFZqq6poyMjjw0IMPjo2NraeyTrValRUUQbfxPG96etrzvEaDmg26VNdwyNLDVVWNRCLt/68Aug8sMIHOI4T4fD7OOWMsGAxGo1HGGGNM07RkMimEYIwRQhKJhKIojDEhRCwWMwxDvi0YDIbD4aWHIITkhIT8VjKZbBwSCoUah+i6nkwm5dkJIbK6ozxLPB5vHBIOh0OhEGOMc96oOLCQzPjBGEeim5crwzl//fXXv/GXf/U3//Qv12/OqorSl4oP9KSOHhwb2dWXiEVMy37xlVPf/NY///0//EMul1vzMpAQwjTNl0+c+PO/+KsXXz1dKFcMTT24b8/o0MBgb6o/nYyEQ3XLee3sxb/45t+99tpr9Xp9zefinHMuNFXtbEMfsJQspCsvlkAg0LhUVVVNpVLyusMYNy5VznksFvP5fI1LNRKJyMMXXao9PT2EEPm2RCKx8OqORCKNqzuVSi17qS68ITSubtd1YWJvh4BZGdB5lNJ77rlH3tHk9h+Za0IIoZTu2bMHISR3BsnbFkJIURTOuZwSkFGFPFyW+GwcoijK8PDwHQ9ZeBZFUTzPu+MhS38Kznk2m+VCeK7LOd+Egr9CiOnp6b/7x38u1sxY0P+xD30wnU4Hg0FFUXw+n2matm3Pzc1dHR9/9oWXXjlzUVXVj330o7qur2FuxnGcZ3/4w+/94BmGyFBv+oH77t2/f38qlXJdV/7F0jTt0qVLT/7g6cvXJ//n3/7Dm++5+sEP/tTa9o/INlyymc4aDgcbh1J6/PjxZpdqozHToku1Ea+scHUrijIyMrLsddfsLK1cqlsoswesB4QyoCtQShf+7V84q7Hw64V/2xb9nWt2+MJd0+09pJlqreZ53tLd2u0lhJicnPzGX/51uW7tHx740E9/cHBwEC3IN5IZJ9FodN++felU6h//17++dPIsY/wjH/7QGmY7Ll269NSzz3lcfPi9b3/44YdlSUOM8cLMmMOHD4+MjPzoued+8KMXXnz1ZDgcfu9737OGPyRyAmwmM7+FCkDvHGu4VFHza63F624Nh0DzkB0FHnoAaA9ZsxgJgTal1p9pms88++xMrrBvZPAjH/7Q4ODg0qbi8hX5JP3B979XV8jpcxfOnTu3qqUf2fvzuRdfsj12bP++Bx98UNf1RqrEotMFAoF3vP3t73/n2xHCJ149uWxZ5Duq1Wr1eh1tk4qJAIANB6EMAO2BMe7v76Mmb84AACAASURBVMcIU0XZhB5Mc3Nz5y5e1hXlp3/qA7t27Vp58kNV1bvvvvstb77fYeLsufOr3WB18uTJ85fHo0H/O9/x9pXr1stcikOHDvYmYplC6cUXX1zDZi7P8zyPKZRurWpDAIBOgVAGgLYhhAjBcoWiZVkbfS7Ltk2XJaPhWDTayiKOpmlHDh8mSEzPZVY1PM752XPnOEKPPvTmoaGhVg5JJBLHjx1FCJ145dU114ZRVAWauAEAWgGhDABtk06nY6HgTGb+5ZdPbGhLKdd1T50+zTgfGRpoPbU2Go1GQoFcoXj58uXWz+V5XrFcUSmNx6It5h8QQvbvHwsH/YVSuVwut34uKRgMBgJ+27ahVCsAoBUQygDQHhjjaDR65NBBhPCLL5/IZDIbF80wxkqlEn5jC2uLw9N13e8zOEKrqtqCMUYIU0pa30+EMQ6Hw5qq6IaxhkUiz/OYx4RAGxoOAgC2DQhlAGgbSul73v2ugd70bK74o+ees217I/sGIIRRJBJpfYuQz+cLh8MEL5Oxu4JarVYql5FY3ZaQarVqmiZjfA0LTJZlWbYNm7EBAC2COwUA7RQOhx975CFDJc++9O///at/cvLkyUql0vaARtf1WCwmuJibm2u9y4zneY7tKKqSTqdbP5cscKxp2hoKp7qua5rmao+SDMNIJpNrOxYAsKNAXRkA2gljfNddd3EuvvP974/fnJv85t/1pVMPPnCfZVqu52KEBwZ2BQKBcDgsux+srX4XY8xefWax67qmZXqum8lk9u3b1+JRlFJFUVzGV9UjU1VVhSpri+AMw9B1vVgu5/P5/v7+NX0GAGAHgVAGgDbTdf1Nb7p3ZGT42R899++vnZqcm5/4p28jhBASCCFN0yjBkaD/2OHDb3nLo+FweA3RjOd5siL7agvxYYTFG4VQW+Tz+fx+fzZfrFarrR/l9/t1Q+dcrGEXkuyMzbnoVINxAMDWAqEMAO2nKEpvb+8HP/D+u+86duXKFdOyTcuan58XQnAuyrX6zUxuJvvcXHb+nY8/PjAwsLbKpJiQdDrdekKJruuBYADlC6s6i2ma9dU3d6xUKmbd9Pl9a/jRqtVqrQatcwAArepYKCOEuHLlyvPPPz8yMvLoo4827neXLl166qmnEEJ9fX0f+tCHOjU8ANbP5/ONjY2NjY2hNzJOJMdxXnzxxad/9NzJc5fGx6//h4986Pjx46uam1FVNRgKCc5nZ2ePHj3aYrggWxupyupyZRhjHmPqKqu8cM654JZll8vlRCLR+oENhqGv7UAAwE7TsbTffD7/hS98IZ1Of/e7333iiScar7/yyiuZTOaBBx44dOhQp8YGQNvJ/Tgy78Tn8z322GO/9As/f2h0pOZ4//rd7+VyudV+2sKeeS2ybbtaqzLGK5XKakdOCFlVu29K6Zr3H8kFpsYiGgAArKxjocyZM2fGxsbe8573fOxjH3vmmWcar6uqev78+W9/+9v5fF7u+5APspxzKDIBtodGH+D/+DMf70vGM4XyhQsXWt+IhBByHKdULKImPbqbuXUpCb6qXUV+vz8YCNiOUywWWz8qEAj4DB+ldFUBUOOMPp/P89iadz8BAHaUTVpgmpqa+sY3vtEozNXT0xOPxxOJBCEkFAotTCd89NFHH3zwwbm5uT/4gz/40pe+lE6nv//97//4xz/+2te+9slPfnINt0UAuhPGOBKJ3Hfv3TPffeLJp58dGxtb1boPQggTnEqlWo9mVFU19FUXrHMcx7ZttMqCdaZp2rbt8/uDweBqz1itVmvVVWfnAAB2rE0KZVKp1M///M83JsM1Tbt8+fJTTz3FOS8WiwvrVfT09CCE+vr6ent7p6en0+n0Y489ds//z96dBsl5lgejft596X26e/Z93/dVo8VaLCMvsgFjsEk+YgcbCOT7oOocTlXyg0pVkoIqUkmdH4FKCJBTga9CPgwhxCAwXpB3yVpGmtGMRqPZZ3rf+92X8+O1J4psy/22ZLfkua8fKk3rXZ4Zdffc/Tz3c9/Dw48++qjdzRoA3OZwHO/t6Tn58qvRZHp9fT0YDBaYMUMQBMOypomsojUFnkWSJMuyJEF4vd7CB6mqqqwoBIEzDGPrLE3XBEFIJpN2C9IYhmGYJk1Tbrfb1okAgN3pQwplGIapra299hGe5//5n//5Rz/60dmzZ6303r/6q7/6whe+cOrUKUmSotGoKIqtra0IIZZlaZp2Op3FVeAA4Hbm9/s729sir5+OxmKGYRSYwEuSpMPBI9MUBKHwyRJJkjLZjImKaQhAkpSttF8rxRgVdS8rNQfpOrzkAQCFKFmujNvt/sY3vuH1ej/72c9OT08jhA4ePOhwONra2nAcb2pq+ou/+IsipqYBuLNgGMbzHMIwmqYLXypSFCWVSqO3GiQVyso5s/o3FX4Wx3EOh0NRFVtnOZ1OjmOLaz7gcDh4nlMU1dYdAQC7Vsk2Y2MYVl9fX19fv/PInj17EEKtra3WZAwAu4Gu61YOWTqd1nWdJAt6SZqmaeg6hmE+n6/wWAHHcZIo5iVvZQvb2i2laZqm6zzP+3w+u7eTJEmSbHduAgDsWtCDCYDbgizJhW9iwnGcpEiEkK19TyzLuj1uAsd5ni/8LFEURUHY2f5d+FmKooiiWMTMiqqqmqaRJFFEV20AwC4EoQwApUQQhJWDguH2SuS53R7TNFOpVOHRjCRJmUwGtxnKIIRMhIprJ2kY9jo3WTAMwzArH8h20wMAwC4EoQwApYRhGMdxCCGf11fg6hJCSFVVW2XuLFZgoWmarYp8NE0zDKNpat5O+wKO4xiaQTazeSw8z3McL8tyMmmvxwIAYHeCUAaAUtI0LRaLIYRUVS18s49hGKqiIAwrYmef3R1MFEXRNK3rhizbyF+xqv2yLFvEhmpd13VdN017y2cAgF0LQhkAbgvZbLbwvFrMghDHcYWHMlYSLo5htko0CYJgFbG0FTPl83lRknRdVxSl8LMskiTJsozj9sYJANi1IJQBoJQwm4GFhaZpr89nmmY8Hi986kJVVVEUCZsl8qx2BwxD2z0LIdO6Y+FnXYumaSiRBwAoBIQyAJQSSZJW/2eny1n4FiFd12VJQjZ3MKmqKkmSpuu2uilZXTANw7A1v0JRVHEbvxFCLMuyLKMoaiaTKe4KAIBdBUIZAEpJVdVwOIwQoim68BWct7pGY4hhGNu5MqapqmrhxzscDpfLpaqarbRfnudZlqFpuohdSARB4DhhGIatcQIAdi0IZQAoMSsJN5lK2t23jCHM6/UWHsowDONyujCb/bTz+XwRsyPZbDZvvxqNRRAEURQwzN44AQC7FrxTAFBi1i9s07C3q8jpcpnITCQSdrf5EARpqwKvYRiGYZCUvSovhmGYpinLchFhkGmapolomimikg0AYBeCUAaAUqIoKuAPIIRoxkYPJgzDCAJHJrK1BCPLcjaXNQxDEAS748Qx3FZ68ttbrIpBkiRFkrquSZJU3BUAALsKhDIAlJKu6+lMGiHk8XgKX4tRlLeaOxaxBGOYhq1dRS6Xy+Px7NyxQF6v1+lwkCTBMIzdEXIcx7CspulF734CAOwqEMoAUEqG8VbpuUQiYS9XxkQYjgWDwcKjGYqiWJa1O1UiSZIVUtgqrJfNZgVRpCjaqmVsSz6fFwQbKcYAgF0OQhkASsxaiNE1vfBYgSAIhmVNE2Wz2cLPoiiK53iCIGzlyqiqqigKQeA0TRd+lqZpuq5bXZ8KP8tiGIZhmDRNQV0ZAEAhIJQBoJRIkrRKz9laKiJJ0ul0ItMUBKHwUEYQhEQyYZqo8LLCOyiqmHaSpmkW0XwAx3G82DwbAMAuBKEMAKVkmqa1rhQsDxaeV6soSiJhoyXktQxDtzVTwnGcw+GQZclWE0qXy8XzPI7jhffIvPZcp9NZXMtMAMAuBKEMAKWk67r1CzuZtFFXxjRN0zAxDCsrKyt8OscKLGwkvOzcyzTtNndUVVXTNIZhnE6nzRuifD4viIJp2svOAQDsWhDKAHBbUGSl8N/cGIbhBI7eLt9S4Fkcx7ndbhzHeZ4vfGCSJAmCgGH22klKkqQoiqLItmoEWzRN0zSdJAmWZe2eCwDYhSCUAaCUCIIoYt6CZdlAIGCaZiqVKjyUEUUxk87gmL1QxsIwbDAYtHuWrhfffIAkySLGCQDYhSCUAaCUMAyzdgb5A/7C00pkWU7EE3bvZRiGpmu6rtnKeqFpmmUYRVFsNaHkOM6qKFNEoTyn0+l0OGRZtnVHAMCuBaEMAKWkaVoymUQIybJc+PyKYRiapiEMczqdhccKGIbhOG7arBBD0zTNMHY7YxMEQeA4y7FFbKhWVVXVVLvZOQCAXQtCGQBKzAosctmcvT3SGMIw5HA4Cg9lWJZ1u90YwmztKsrlcln7tWFyuZwgirqm2wqALLIsy7KC48W0ogQA7EIQygBQShiGFVHan2GYsjK/aZjhcLjwqQtVVSVJIkkyEAjYup2JEMPQtgrr7dyx6OYDDMP6/f7izgUA7CoQygBQSgRBuFwuhJDL5Sp8EkLXi+lPpGmaJEmapkWjUVsjJElS1+0tMFEUVURFGQvLsizL2K1kAwDYtSCUAaCUdF23klspmip8qUjTNFEQEIZsd6tGmIlMWytZHMc5HLymaba2VTscDpZhaJp2OByFn2UhCILACcOwN04AwK4FoQwApbRT7TcRt9lOEiEMw8vLywufy6Fp2uG0HVgIgpDL2a4Nk06n84JgJRrbPTefz+cFwe5ZAIBdC0IZAEoJw4pJbqUoyuVymYYRCoVsTV1gCKNIsqKiovBTDMPQdZ2iSFv1b6wKwbIsF918gGUZyJUBABQCQhkASokkyTJfGUKIYZjCJzAwDMNwHCF7jSFlWc7lcrqup9Ppws/Ccau9o71uSgRBFDEfYyFJkiRJu0taAIBdC0IZAEpJ1/VMNoMQ8vq8hU/PKIqSSaeRzX7aCCETmYZpSpJU+CkcxzkdDrsl8pxOJ8dyJEkUsT+L53mOYzVNtzVOAMCuBaEMAKVkGIYsywihaCRqt8Y/hmPl5eWFRzMURRXR1UhRFEmW7Z6Vz+dlWaIouojmA9lsNpfL2T0LALBrQSgDwG3BVmVbgiAYljVNlE6nCy/dS5IkwzAkQdiqEKOqqqIoBIHbml/RNE3TdVEUi2g+YDXipmmqiErBAIBdCEIZAEqJJMmysjKEEEEShW/GJknS4XAg0xRFsfBQRpKkbDZrmvYybBBCGEIkSdlK+8UwzPp2bDVJsOA4ThSbZwMA2IXg/QKAUjJN01pXKisrKzyvVlEUq3OTrWaNpmkahqEbesZOIwKe5x1F5sqwxW3GdjgcPM8rimprnACAXQtCGQBKSdd1a7tyOp0uvK6MaZqmYWAY5vP5Co8VCIKgSBsl9SyGYRimYZr2CtapqqrpOs/zRbQ7EEVRlIpsdwAA2IUglAHgtqDISuFrMTiOkxSFEDIMo/CzGIZxupwEjtuqwCtJkiCIOG6vCaUkSYqiiKJoa+O3RdM0TdNJkuA4zu65AIBdCEIZAEqJIAgrBwXDbSwVURTldrtN00ylUnZzZXAcL2JXEUXRRSThGoZht4QxejvPhiTJIsYJANiFIJQBoJR2OmP7fL7Cpz1UVc1mbeeRWIGFarOdJE3TLMuqmmprgzTP80VUlNk5l+c5WZYTiURxVwAA7CpFtq69eZqmvfjii8vLy/fff39lZeXO46ZpnjhxIhQK7d27t7W1tVTDA+DDoWma1f9ZUWwsMBmGoSoqwjCn01l45u/OriJbKIqiKMrICbY6Y+M4jmM4x9Fer9fuHTVN0zTNNIvZ/QQA2IVKNiuj63okEnn++edXV1d3HjRN85lnnnnuuefKysq++c1vWns0ANgNctlc4Xm1VuMCDCGO4wqPTjiO83q9OIbRNF34wARByOVyGGZvt1Q+nxclSdPUIir2yrIsywqO47b6fgMAdq2ShTIMwzz66KNNTU3XPqhp2q9+9avPf/7zDzzwQGNj47lz5xBCsVgslUqtr6/bqiEGwB0BsxlYWGia9no9pmnG4/HCXxeKooiCSBCErZkSqzEkTdubXzFNEyFTVbWimw9AiTwAQIE+pAWmjY2NH/7whzvN4SorK5988sl35vRpmpZMJisqKjAMKysrs2Zl5ufnV1dXX3vttYaGhqIb1AFwe6Ioyl/mRwi53K7CezDpui6JErJZI1jTNEmWNE23lYNCEARJkopm2FpgommaIkmjqAUijuNYlkmmM+l0uq6urphLAAB2kw8plCkvL3/88cd33nYpinrXlECKogKBwMbGhtvtjkQifX19CKG9e/cODAw8/PDDtvaCAnBHUBQlFAohhEiSLHwFR9M0URQRhhiGsZv+YiLT1q4iq0SeEE/a6lPNcRxNM4Zp2qoRbLF6cRuGvXECAHatDyk4oGm6pqbm2kc0TTtx4sT8/DzP8yzLDgwM/OVf/uWXvvSlhx9++Dvf+c7AwEA0Gh0aGto5vriMRQBufyYyEUKpVErTNFuLTRjCPB5P4a8LlmVdLlckkSp8+gchlM/nc9ls4cdbstmsIAocxxfxshUEQRRFDLPd9xsAsDuVcp6DoqjHHnsMIWS9sR4+fJjn+b1799I0HY/Hjx07VsTnOQDuONYvbNPOYgxFUS63y0RmMpk0DKPA0MTKeiFI0lYFXsMwdMOgKNLW69Gq3SfLcjabDQQChZ/49jgRQzMej8fWiQCA3alkoQxJkocOHbr2kampKesvExMTpRgRACVAUVQwEEQIsSxT+CTEW5OUJrL6NxVIluVcLmfohq0KMQghDEMIw2zN5VibsW3dZQdFURRFyoIoitC+AADw/mD+FoBS0jTNatPodNlI+1UUJZPJordnNG0xTMPWriKXy+XxeO02d3S73byDJ0myiEJ5LMsyDKNpetG7nwAAuwqEMgCUkmmasiIjhJLJpL0sV9PEMMzv9xc+l0NRFMuymM1+2pIkCfk8QvYK1uVyOVEQKYoqoo9SPp8XBMHuWQCAXQtCGQBKDEMYQkjX9MJjBYIgWJY1Ecpms4WfZQUWduvKqKqqqCpB4LbmVzRN0w1dkkRbczkWwzAMw6TpYro+AQB2IQhlACglkiR9ZT6EEEEQhU+WkCTJOxzINEVRLDyUEQQhmUyaJiq8rPAOiqJcLpfds0zTXuUbi7UZGyHoWgAAKAiEMgCUkmmaqqIihPwBf+GVkxRFKbqth2HotmZKeJ53Op12mzu63W4Hz+M4XkQ5KKfT6XDwiqpm7W8CBwDsQhDKAFBKuq5nc1mEUCqZKjxXxjRN0zDs5spYgYXduQ7DMAxdtzu/oiiKqmoMwxRRUkEQBFEQEbSTBAAUBkIZAG4LtjpjYxiGEwRCSNdtZNhwHOfxeAgcdzgchQ9MkiTBfsE6SZIUVZFl2VaNYIumaZqukyRRRMowAGAXglAGgFIiCMLltJ2DwrJsIOA3TTOVShUeyoiimEqmMAxnWbaoO9qrdIcQMgzDVuWba5EECaEMAKAQEMoAUEoYhlE0hRAKBAKFp5VIkhSP28hcsRiGoRu6rmu2sl4YhmFZVpZlW9k5PM+zDFNc8wGXy+V0OmRFtiruAABuzKqsnU6nk8lkKpUSBGFnOVgQhHw+/64feAzDSKfT71zXtgpDmKapadq7bhHQdd260c5lDcOwHrnBlgJd1993DV2SpOIy5CCUAaCUNE1LJpIIIUmSCp9fMU1T1zSEYS6Xq/B9TxiG4Thu2qwQQ5IkTVOGYdqaX8FxHMNxhmGL2PekKIqqqsXtfgJgF5IkKZ/P0zTtdDo5jlMUZSd8oSjqBp3d3nWFmuM46xOIIAiyLL/zLNM0DcPQdV1VVet0VVV1Xb/xC1aSpPet321d+cbHvCvoNQ1AiVntJHO5nK7rtqr3YgixLFt4KMNxnMftCceTFEUVfpd8Pm9VFrYll8uJosgw7Lu+Fd6YLMuyrOA4VsTuJwB2G8MwBEHgeX5nQZYgiFQqxTAMTdM7kYFpmqqqWh9ICIK4rkyUYRiiKFpxjxXfaJqVtKZbXd6uW+21KiYoikJRlDUnZJ24c4D1gQQhxDAMQRC6rlvpgLlcDsdxnuc1TVMUxTAMHMetY27mhwCzMgCUkvUytnsWwzD+gN80zVgsVviHGEVRBFEgCMJWO8m370iXlZXZPUvTtKKbDzAMU8Q4AdhtVFXFcfzaqReCICiKskKHnfDFasFmtW/TNO3a9w3DMDKZjGma1ocHq1qVdSSO4wRBvGucwTCMoigIIV3XdV3fGYBpmvl8Pv92iXBrDcu6FIZhBEFYUz6yLFtxjKZp2Wy2iGJX14IPPQCUEo7j1hKM2+0u/HOJpmn5vIBsLhVpmibLsqbp8Xi88LMIgiBJUrHZEYmmaZIki9tMzXEcyzLJdCaRSNTU1BRzCQB2DcMw3uovew0cx6/7kKNp2nWNRKx3D13XBUGw/unazDaSJK3X/ntl31tBibW0tBOgWJcVRdHj8ViBEYZhkiQ5nU6SJA3D2Lkaz/PWchJFUdlsVtO0m5mYgVAGgFLSdT2dTiPTXl8kTdOsDz0cx9nOlTFN67NUgTiO43leiCdshTIOh4NlWU0zHPbrymAYhhBmGgbUlQHgfWEYVsgrhabpfD6fyWSsJq9W3GDNoFAUxfO8rbegnWvKsqzr+rXhjrU+JQiCdUFd1995ZdM0JUmSZdkauWEYN5kYBwtMAJQShmEcx5nIXFlbLTytRFXVfF7AMKypqanwLUIMw1RXVRmmmcvlCh9hNBpNpFIYhvE8X/hZsiyrsiwqchGNIWOxWDyZIEnCVv0bAHYngiCsJNydR6xMF5Ikr40haJr2eDwsy1rLSdZmIgzDKIp6r51KN4ZhGMMw1jrRtWltpmla6+YWnuff+dZhxTosy3q9Xp/Pd/NZcRDKAFBKBEE0NjRQBL65HSp8j7Qsy+lcnsQQQRCFT12QJFlbXYUQSmdzBX4G0nV9eXk5mxdrqyqqqqoKvBFCyOl0Bv1leUE8d+68ra1Puq4vLS1JstpYX1dXV1f4iQDsTiRJkiS5swHbmvAwDOOdib1W8OFwODAM24ldrGnXTCbzztfp+873WAm871yZss6ladpKPbaCKutqO9MwGPZWXr+qqoUXOn/Pkdzk+QCAm2HNrDTV1WQFeXV1rZC4RFGUV197LSdJVRVBv99va1o4EAgwJHH+4tzCwkIh0Ywoim+ePYvhRFdnh61ZGZqmBwf6cQxdmJ2NRqMFnmVlKV6YncNJsqaqCnYwAfC+MAyz5i8zmUw2m02n07Isu1yu6+ZrRVG0DshmszthhMWqHZXP56+LZqzc4Ww2+16bqK3J2uuWua3xCIJg3S6TyVjzzSRJWhm++XzeSiXO5XK5XE4QhCKqT10HQhkASoxl2a72NsMwTr762srKys4Hl3el6/rs7OzJV18nMGx8ZNhWeIEQamxsbGmoExTtmV+fiMViN7iRtcHy0vz82nbUyZJNjY22bkQQxNTUVF1VRSSZOXd+ppAGC9YdT506vbS24WSors6OIhbvAdiFSJJ0uVw8z1t1FnAc3ym4YK3yIIRYluU4jqIolmVdLpc1U+JwOAiCsJa5d95MnE6ntdvImsKhKOq6hFxrMua6+IMgCOtBDMOsWzAMY2UTWwOgKMrpdO5M0rhcLms8TqfT6XRaA74uMblwEMoAUGIYhk1MTNRVBtdDkR/8f/8yOzv7XtOtpmlevnz5X3/6M1HV946P7N+/3+4ve6fTef9999ZVBq9uhn7xH7/M5d59pclKBjxx4jc//renZVnePzXZ2Nho617Wx74942MEhp598aWnn/5ZOp2+ceSUy+V+85vfPP3LZ1RVPbR/b1NTE4QyABTI2o9txRDWpiHrcYqiKIqydkFbB+zk/FrBihWRWOtBVjzBsuy1D7Ise12RPSsV5p2hDMMwO69ZkiRZlrXOve5qVmRjXYRlWWtg1iwRSZI3KOh3A0RVU3sRp+0wTVNVlCf+4NPF3b4QhmGcOHHi6NGjMNsMPpKsDzHVVVWpRHwjHJ+dmzUNnSJJawkZwzDDMOLx+Pz8/Iu/P/nbF09mBam9ofZjR4+63e4i7uVyufw+79zs7GY0Pjc3l4zHrDc7giCy2awkSZlMZnt7+yf/56dvXpgjCOK+uw/fddcBmqaLCCzKy8sNTVlb31xa37hyecE0dK/Xa+1csPZeCoIgCEIymQyFQj/791+8ce4ihrBjR+46fOjQdUmLAIBCWAHKTsJKqYfzYXjt9Fls+OB9N3MJXdeFXO7kr37q/MD2Gmia9rWvfe3b3/52EZXEALhTmKYZj8d/+rOfzy0uIQxnKZKhKZ5leJ7HcDwSjeUFUTVMB8d2tDTec/fdlZWVRS8wq6p6/vz53z73fCSR0nWDoUh/mc/tcmYyGV03RElSdFOQJAdD7RkbPXr07ptp65jP5xcXr/zHr34djidpivJ5XDgyrZVyl9OZy+VlRc4LkqobkqI4WHpieOjuu49YmYlF3xQAsHv83Xe/D/McANwWMAzz+/2PfvqRN998c+bibCyZjiWS1noMjuOmaTh5rrW25siRw02NjTc5Y0FR1PDwcFNT09WrV5978ffbkejqxpZVcsYwDYogqirKR/q6+/t6m5ubb/IjhMPhGBjo9/vLXnjhxSvLK8lkSlLe6tuC45iJkGkYBI5XBPwH9oy3trY2NTbChxYAgC0QygBwu8AwzO12Hzx48MCBA5qmrays5HI5iqL8fr+iKA6Hw+Px3KqVXBzH/X5/WVlZd3d3MpnM5/MOh8PakOl2u6uqqliWvSU3QghhGFZXV/fZzz6Wz+dxHA+FQul0GiHk8/msFBmn0xkIBIpYLwMAAHSnhDJWwZ+b36/1gTIM4+c///mDDz54k22xPhpeffXVmpqa+vr6Ug+k9CRJ+s1vfnP8+HFbZ1mbtN/5uK0aLYWgabqiosL6cVx2uwAAIABJREFU+85fPogbIYQYhvnZz352/Pjxd31ifBB3vJ2dO3eO47iOjo5SD6T0NE37xS9+8fGPfxxWFU3TtF4jkBuKEFpYWBBFcXBw8AbHWL9w74AfltXj6utf//rtH8q8+uqrv//972/zcX44Ll265Pf7y8vLSz2Q0lMU5cyZM88//zy8TVuvkRdffBHCfYTQ0tISwzC1tbWlHkjp6br+2muvnTx5El4jpmm+8sor8BqxbGxsKIrS3Nx8g2OeeuopdEeEMiRJfvOb37z9n+K6rv/TP/3TE088AdE0QujEiRNNTU3t7Te1P+6jQRCEf/3Xf/2jP/qj2/85/EEzDON73/sevEYsL730ksPhGBoaKvVASk9V1R/84AdPPvkkvEas18jjjz++UxhmNzt79qwgCNPT0zc4hqKo37186g54Q7G2qpZ6FO/PNM0vf/nLCwsLZ86cYVl2z549tgq9f8Tcf//9sVjsxIkT2Wx2YmKipaVl175J0TT91FNPnT17dmFhYXh4uLOzs9QjKpmZmRmv1zs/Pz80NLSbJy8Nw7h48WIoFBoYGIAc58XFxTNnzlRVVWUymV0+j5vJZF566SW32z07OzsyMgIRf09Pz3PPPReLxWpqam585O59N7nlrLbD2Wy2urpaEIS//uu/3s19fXEcX11dFQQhGAx+61vfWl9fL/WISsZ6Yqyurp4+ffrll18u9XBKZn5+/jvf+Y7b7f77v//7xcXFUg+nlEzTXFtbO3/+/IsvvljqsZTexYsXnU6nJEnf+ta3bHVf/+iRZZkkycbGxu9///vnzp0r9XBKzDCMX/7yl9/97ncXFhbe9+DdHvTdcmNjY6lUiiTJV199tdRjKbGxsbGxsTHDMJ555plMJlPq4ZTYJz7xCVVVbbWk/oh5/fXXJycnH3zwQVVVf/e73+3mdFeCIO6//35d1zc2Nko9ltL7+Mc/jhBKJBLPP/+8JEl3xBz8ByQYDB44cCAej7vdbkVRSj2cEjt79mw0Gp2YmCjkYAhlbsrTTz994cKFnS+PHz8+ODj49NNPnzx5cmBgoIQD+/AtLi7++Mc/3vmyo6Pjk5/8JEEQzz77LM/z77oZ56Mqk8n86Ec/ikQi1pcEQfzpn/6px+Mp7ahKLh6PW4tr5eXlc3NzpR4OuL384z/+4759+7xeb6kHUmIrKyvf+973Njc3d3k+uCiKP/7xj7/+9a9///vfL+R4CGVuyp49e/r6+na+tPayPv7444888shXv/rVUCi0e9JlqqurH3vssZ0vrWqtzz777IkTJ77xjW84PrBi0LchjuPuvffenQ9VVvPY0g7pdhAIBMLhMEIoHA4Hg8FSDwfcLmRZ/s53vuPz+R599NFSj6X02tvbv/nNb/7kJz955plnvvjFL5Z6OCUTi8Uikcif//mfz87OvvLKK1NTUzeuOQ6hzE2prKysrKzc+VKW5V/96lc4jm9tbXEc5/P5Sji2D5nD4Whra7v2kZMnT/7N3/zNk08+efr06ZGRkd0zLUFRVENDw3UPnj59+s0335Rl+Y033hgeHt6FCX1TU1N/+7d/y/P8iRMn/uzP/qzUwyklwzBmZmZOnToVj8dPnjy5b9++Uo+olH7wgx+88sorTzzxxNmzZwcGBm6mS8adbnFx8fz58w6H46WXXnrkkUdKPZxSqqmp+Yd/+AfTNL/97W+Pj4+/77LjHdBO8g6CYZgsy1tbW4FA4DOf+czu+eX9rkRRrKysNAwjn883NDTsqomZd1peXuZ5vra2luf5urq6Xbh/x+/3NzU1JRKJ++67r6OjY9fuaENvp/1aIS9N0y0tLaUeUSkJglBTUyNJkq7r1g+k1CMqpXA4LAjC0aNHR0dHd+G7xA4Mw6w2t36/v7m52eVy3eDgO6OdJAAAAADAu/q7735/9wZ9AAAAAPgIgFAGAHA70nV9pyuTaZqyLBdylqIohmEUcqRpmoqi7ObiTwB8ZEAoAwC4HWmapqpqMpkUBAEhJIri+55iGMb6+nrh0cnGxoau6zc1SgDAbWDXbaMAAHzIZFmWJMnpdKbTaZ/Ph2GYoiiZTEZRFJfL5XQ6BUFIJpNut9vlcqVSqVwu5/F4aJrWdd0qz1NZWWnFHLlcLp1Ou1wut9sdi8V0XccwbKfafSqVsrLL4/G4qqo0TWMYJklSRUVFPp+XJElRFJ/Pl0qlPB6Pw+EgSdIaWAl/OACAmwezMgCADxaO4+FweH19fWcKxNro53A4NjY2RFHc3Nx0u93b29uZTCYajfp8PpIkBUHIZrMMw3i9XpZlw+GwpmkbGxsOh2Nra0tV1c3NTYIgUqlUPp+3LpvL5Xie1zRtc3OT5/mtrS1JkjRNi8fj8XhcEAQMw1ZXVxmG2draQggxDLPLK+UD8NEAoQwA4INFkqTH40kmkx6PZ2cPttPpdLvdNE3ncjmGYVwuF8dxhmFwHLe9vS1JkrVORJIkTdNWGR5Zlq3IxuFwCILAMIzH43E6ne9Mo2FZ1u128zzvcrlcLpcsyziOezwea7LH7XbDuhIAHyUQygAAPli6rltxzLWtuARBUBRFlmWO46y5E1EUKYoqLy9vaGjY3t62sndxHN9J46VpWpIkWZbz+bxVMgvDMAzDdpJjrLUq6/GdPxFC1gHYNazHZVnezR1/APjIgFwZAMAHSxTFiooKt9sdiUR0XScIAiFEUdTm5mZlZaXT6aysrFxdXQ0EAgzDbG9vy7JcX1+P47iqqjzPW23VrVWnqqqqjY2NYDBI07TX67WaQuyUTvZ6vcvLyz6fz6pO6XK5KIrCcdzpdJqmSdM0QRButxvDMK/Xa5qmpmkQygDwEQAl8gAAH7ZsNptIJN7Z3uHmKYpCkmQhZVJN01RVlaKo3Vx3GICPgL/77vdhVgYA8GFjWTYQCHwQVy687D2GYbu8Rj4AHxkQygAAPmxWd5VSjwIA8BFxa0KZfUcfQmZBFTYBAAAAAG4VxuG4NaEM63RC/W8AAAAAfMiIncz/m0TBkjMAAAAASgHqygAAAADgDnZrZmUiW1tmYd1oAQAAAABuFZfXe2tCGa/fD7kyAAAAAPiQkbcqV4ZmmFtyHQAAAAAAWyBXBgAAAAB3MKKqqf1mzjdNU1UU5ro+JgTVWB1MZfM3OBEnHfc+fIyWqeMfO+gn8/Udg6n4lqQU0662Y/yucm07ltcRQpOHj2KhpYx2/TG8p/5Tx3oX5tehHy4AAADwUfLBzMqwngcOTyKEMIIKBINBD08yXEVFeaXfvXM/NtDmjC8wlTWbV2bjIs7zfFvP+J6+JpfLVV0ZdLKM11fmd7EIIZLi3Px7bfYmg5XlVQEfx3DlleU+J+PylFVXBj0863RwJEE6ONbp9VdXBkk5/EbcN14Ds1AAAADAR8oH27igvnfiaE8N51bXlk2nk6qr0b/7//40iRBCyFlTk1n/rbNzssnJtRvClTSqaGhvcVS2dit5nWfVSLC6/szvnz05u8E5K48dGydCc//2woXagQPHhuoQQrOv/OrF+Xhl58FHJgmV8sbI/QO0gpm65PW2jk8Oq3iKzr304uXpvgGu0YdrmHDxpZ+sJMaaKtDm9gf6LQMAAADgw/TBzlIEA/65UydnMlyPj3jhuRfmttPXHZDYWDl19mJSRQih5ObqG+cvsoHGah+jkVxuZfb3sxsmQtnk8guvXzL8bQf7qqVceisU3gqF04KGEPLV+2ZO/PqlhXB5U2NDRQWNNCkX/d3vXshiHEPTBIFI3K3F53798tmsipBpIgQtcAEAAICPlA8oV4as7xw+PDGAZzequsYr84vPXlWO3rO/rxw9/8qsghBCyEBsd6NzI6FrYoagyVRWCiWTwwN9m2vLfo8nm4mnorHLm3GEkK+ia7qTee2VU+eX45qmZtPJUCQaS6ZExcjl8Ac+cazJjb3+8gVHTTnKp9JE+fRg+9XZV7aI5nsmOrNbF/NlA0cnusTVy7lAPbZydjUDm8YBAACAjw5s+OB9N3O+rutCLufyeG58WEPXnmP7O5WlU99/9sJbNybpjz107/x//ueyqN7MAG4MJ6l7Hnqs2yedPHmxvafsJz89qXxwNwMAAADAh+5DCmUAAAAAAD4IsKMHAAAAAHewW7ODKRGNMgxLMdAfGwAAAAAfBsPQFUmmaPrWhDIURcmSmEklb8nVAADgJpmmYRomQgjDMISQiUwMw62/v3WAYVh7Gq3+cRiGYTjMUgNwJ8EJgnc4MAy7NaEMQZK5TOaWXAoAAG6epsj5dFzMpUiKwQlS1xSHJ8C5vDhOIIRkIZtNRExDx0lKEfMM7+TdZazDXepRAwBsMHRdEkWnx3OLSuRhUK8FAHAboRjOE6xxlVWI2ZQqCwaGZ+LbuUTYerMyDQMnCIrhCJL2BKoJkoIpGQDuRKZp3rJZGQAAuN1gGEaQlNMXRAjpmqJrqvl2VSkMIZwgCYrG4GMYAHc+CGUAAB99BEkTJOxLAOCjCeZUAQAAAHAHg1AGAAAAAHcwCGUAAAAAcAeDUAYAAAAAdzAIZQAAAABwB4MdTAAAAAC4rVE0zbAsThAIIcMwNFWRBHHnX0s6K0PQDoa4FRf5r4CMZjmqsO8JIxmOtvntYxjPMQUdiRMOrtCdnwzLkfb/H240fpzw+MrYmwhTCYpmKRIhxDjcXmdh3/L1w6M5upj/XIKiWeqmnxXXIEmGY1iOpRBCJMXS7/f8wHDa7/c6efZ9641QNEsV8T93o1sTPFviDcMsxxElrLSCk44b/gRImmFI208PjuNug/IxGM+xHH+jHy9Oc36PE3/nAXbeKhmO4xiWvolnJsU6fC6uuB9YMe+r155O0BxDIIQIimHe7aWK4aTP76UKuJSNlydGObhCLglKhiAIhuWEXC6TTGaSyXw2SxAESf3X/9otD2XKPvn4H33tK0999U+efPShY/dNtbzziO67HvzaV5762lc+f/zRx584UP/+V6xqH22tfM9/rh/73OG2na8m732kt+L6QwL1fZ//4lNPPjB67YO+rn2fmqx637tfi/OUPXb8brKQl7i/5XMPTBZ42f3HH2n32xoIQgj5uvc/PHH9t+qo6/2TLz52dHjfE5/7VJ3H9jV3NPRNfHL60PRAw4N/8NTh/toiruBpn3pkuhYhFGwbGap912CIHZ0eK3vHr63q/rEHhhrf9/qOhr6xljLr7yTt2zfVS73b/8vAxNT4+JGHDj/w8LEeDKH2kbunestvfOWGwfu++Jkjn/vDj7nebwyD08cG2soQQqNTe7ycvd+vfGXPl77y1B/eO+64JuJ0V9V95ujUe57DBvdNdRUTV9px38OPVF/znQfbB3tqb7acP+useuwTh3DMOzLW/j7jD7Z+7oGxG/x76/i+w63v/4QMto8O1HJvfUEwxx9+yMffyvj4fXFVbdPd/+1di+Bcn3n42EOPPFL/ni9MauzeT3xyTw//zt+qzXs/d6ChsDtTR44/+NDhB8Zb3+d5/q6Ystp9oz33Pvzpu4ZaigtIfN37PjX53m/X74Zz1k8PNVovX3fj3o8faEQINQ8c2Tf4Ltfxd+z/8uN3+98l3Lve0PSx/tay6x701rb/8ZNPfenj//1V5uv53PHB97oOQbP7poYL/IQMPiA0y8qSaBiG9aVpGEIuz/H8zgFEVVP7zdzANE1VUXAcl0Vrqke6upC865PHLp/44atrJksYwZbeiYEuP6No7qb+cnM9lk9urYjOFk/szM8X9fvGm0mGjKyr++47UMOqW+G0gVDP5KHpwSZWxnkPhviyAIXJkpjIif7qroP7+vFcytU0eGCs1Uyk3S19d02PVWqrr8zH+x744lf2cYKro7OCVXJpw9l4cF8flknE83Jt93ijvLhcvvewKzUXlQeGx7701Kd0HXXXVzgc5HrYOHT3vlpeTVJVhycHgpy6FcmYCGsd3ru/t1Zhyw5MDJmZDbyq9569w/VOPU5XjbZXJsKboobqmlo4iq3xsy5/hau88cBYl5qJNgzsa6vz13BmyAyU6dsphRuYmJrqrmJ5X07ItTRU1XaNTrRXxtPZ9sHJyfYgV9vbVcHImbSndWyg3ltW1TLRW70ZkUfGRwe7KsNLmdGj+zsClEh6HXLSU9tSUVO3f2KI49h6t5nJK3m2so7JpEQTIaTl0N5D/QoRrGDWX3xxkQrU1HsI0VnTVeMeGR936XlXIJhMqq1t5dlElg42HJwa7mqubW7vpKUIXTtwcLg1n9iuHzqwf6ILD68uKhUP7m+4fHEznU1W1dam02mK904fuKvNj+llLQcGW/JJeXDfRGdzU3trYwWt5Jmqg/sG3Ljvqf/1B4RpdtRVup3U2laWovHWnuGR3urwldTQkX3DrfX5xFZGUliHm3ZXTI/1+0hxO57jKtq+8X8/SZlCQ22Lj9MWU8THDu6pYMX1aBYhenB6/2Rvs0ow5VTO4Ku8LKYpmURGRgghTHfwlQ9/4fOtVOTycry2sQmnucYAT5VXegTZ4Hx+jsbJxMx8KNg8dNdoE29KacOzf/+oS0qHMiLn9U+OT7g01Hdgss7D9u3bi+YvKl4+nGL2T/Yqqc36wYOjXe33feYTPUZarmif6K5PR6KDdx2Z6mneunphIybQvIMuq9432utF4lYi5/RWN/gpzRVsKHMPTU6WkwLhKZclraWpOlDV2tviDYeijrqREefKKtvbX+0OhTaqGvv/5H89VUNk/A195by+kpAnJvf0VlIJzDM9Pl7nVFbDGaThTg/rKq+bHB5iSPzRL/1xoxQlGgaHGr15nZvcM+LlmOGx0UYPqfPVY71VhrP6wGgXTtX8X199UAqHGgemGpyq6m2Z6qlKbG9LhO/Aob1tPmzbKLt7z1CNB4vLriNHpvoag+ffPC3SVZ3VjEp7qxg2L8u9e/a1lzNMWePesc7U2nJOY1p7m9VIora1paa5e6KvIZlV90wMBVhX7+RwECebBoc6KpiNjZiOEELI4au957N/ULW1XDdSH43TB/eNaLLyP/70C/VSlGwYHGrwhEMhFTm/8mf/T6XDbK6u8QWdkS1xz/7pBg9Wf+Szj7ZTF1ZCZNXIX371EUxX6msaPYy0IfNHD0z5UGorISLkGD+4b6SzEaNYlx5HZY0uyjCFZDyvOzz1h45ODzf6FtfFyal+Kp/k6voPDDYKgjY8vbfJi22HEzgV3HtkqqPCmczJY3sPNjjV0fs+v6eVXrmyKnHlR++arublLBv0KUlnTfc9n/mDBzuNqFo1PdIq5cSu8cmBlsam9pZah4YCnQcGG/I6/9Wv/rGUCAuJTFlb//RwA0OUT4y0CNlMc1OdhjtpLJeKpmoaG3LpFFfWdGD/CGkqo+N7Kt3YXQf2n7u0UFvXXM7qdf3T7UFC5qsOTw1grHO6p55iyPBqWEEo0NB7eE+vlo3U9e+d6KzNJCI5SfNWthzcP8zls56GJkYxM8m1tVguUN91aG8/IxvBoCNjujrrvL0jU7WcbLgap6b6/KTxiSe+HKC02qa2vmbf2nJIxsjyiupDe3rfeOmlzTTq7KzLRoXmtsbG9r7hrvJMli5ns4a3wYfnc7LR2NKiK0pTXbC6c2zPYBNKZ8o6hg5MjXrVLbp6oM2PqvZ+4tH+6hji9o0PGanVeB5Vt3fy+ZintrOjq218sCG8kh2eGqt2KsmM0To83lnFpETvvYd7aNNUCY8Ti/lbp7oqGYEKHNk7SknRSBrtffAT1ZFTW56ujgDvrmnd01eTzukj43sGGqpq+7rdUiSclssHH/zGEyOy5GlsDbBSJs9UHdw3SGeT0ZxU0TnejV06S+95uDV36Wq2Znjsq0981lSMwe46imWSm/Hhw0faAmRK9x6eHqpwGNvhtI7hDp6hAs0HxjsdOv7pL385oKW9Ne1jXeXJPDYxOsi7A9PjA1UuDPc1jffWsEzl1FgLydT9zy/cn4pme4aHm9yY7Kne29WwFQqruvmev03Be6No2jAMQ9f/6yEMY1hWkSQcxx0u1y0PZZCusVOHJ7bOvIC3P/DweGXL5GFpffOJzx1aV4JTgdRLcyFD1321HeXa1rm0+2CdHvP07h3vbubVuu7B0MKZBDfw+N0Vmzm+P9BaUSuJnraJ6uogr8+uh3lPeVtX54Gecm9zXyIr3z3W2lRffno120iGX1uIupsG68WZONdmJlf6B/rq+6eCTmaojnlpZtVf1zlY73OWB30ch3Cut7WMpvBzK5kWRy5XPnVkshZbXSgbOlzbUN+kLQb77gotnMkbbZ//o6Fzp7am7h0Lv760997jvX3etfNXyxomR7ocjKOuzAzPb6aH9x2t6x54qB3ja6dHx6oiK6H9Ex313cNXFhaGB/ZUONJnL17VHTUfv2dMSUW4qq4yjuhprewZGEzL+GR7b3cz8dqZBX9Dl57cHO5tqegYUUVhtNk9b9Tt7w4ONbqXiJbj010eaVmtmdo/3a3OvV6z91Njw9VlorSe1QIOvKm5jq1txq4shGQDIYRMdnSyPbyVx6S1s5e2dE/DQ/tanc0dH+vuWdyITR4a768IvjaTeOChvsUzVxwDR++riWMNw8rKRs/w1OBAILQm7ztwT2eVuBRSvARXXRGgeHUrhJpq+Na2xrlLi2U1/Uen22Lb5r6DTeE1df/wZEcPI6kVppEa6GwMdE4FvfxURyCnKjPLyRaXnA6MtFbytQF6tL36Mmo6PtHs1bZCrp465fLlsLz/2H01VU1V6uXG4buW587KGDfcWb+wma4kRax1dLqpyu90dY62rrx6DmuffqgbX5Fqmoe6+rDltG+0o62p3pGYXU4ihEiGu//u/Yii1y6+vhwRBvYd7PG2TB1taQ5Wcr46ZBo8QbwVytR2uMxYTc9QR8dQwE1OtAefO70QbB081uVOBnunyo2ariEnq66ducjVdvf1N3CYs2f6wERQeuXNq76W2vBC7q6jXSRV3Xdgb03+4rbsS4Yub8aEPUeP1Te3lunRnr7eN8/N4p6aB6fbuKrm8cGhfDzcf9dEq69qaTt1/5GRpu6OpVNvhtJ5trz9QI/XdAU5xDtptaO7leEdywtXqso9KUft/o5mj5Ehu/aMN5S5cmL1VE/o1ZkMKr//wZHqll7z8vbQ4W7SxFbXsEMHGrzB5rrKhlo+lStrDETj/vH9e4dqQ69vjT005TJc3XU1BJMMYU1jDY6eng6uss0Mz11ej2sm29bV3DU46SsP9tOrbNs9oyM1wqUZorxuceZMHnfcf2SS99dXV9Z2T0+0Y2uvh6gHD/RLTP2gP/bmlWTj2NFmGhs6Nj3VENCcTY0dTWNluUWjYbyFW11ao4LVLb3DfHxuNakghFhnoJZQudpWdxnX3VQzdyZ++N4+CkOra8Sh/fW+8hYUX16JS31D/UtXV9sr+Atq3aQrLDkq+idHeV0Wli+cXUtglG+4zXMlpHoNoWxscKSsiXW7R0arL7wyVzZ48K6a/CrbOTXYVpY8K7Xc3dnW0GSsXNgU9x//tCNxkfZUN3V1JbdXDu3Z2zzQ5XV6Bpvbquvc4dWrK9tJztP7yburDGdzT2+fS96uHBgPGOTa2oXF1ahGOjrbG/vHh4MVVa6NGf/U8Tofnlte7d4/EtlKH5oYbmrxS4qHMYW+7obZdbGrv787qJMs9+qa+sj+9uZq32tnL8mms6W3e6SWlDFWw1mc81awVFdXxdzcannXgf2NmqN+OOjyDI+3MDn59xvSQ/3uc1r98T5vVXNXbWtn0MwsJtU+nxJ19/iz8ytJ58N/eE9+fWvfRFd990g+K3QG8fNXw4yrrK2j+9BA9aaEW6HMelL++KOPedzuiRZ/oLZCd1TtHZ2s9VPD/a2Yt5lQ8lODrXmduBoS9g5UpiKhS8thw9/88N4WhMxXXjuTEdWeuz5WTnGHj4438fnLZuOxgxPe1Ju5hkMt5spyTDn64PFsKHRkb095U1ckkTm2Z7C2nJ8LKX59O4WVjx0cZqOSmMl1jQ9oknusnz13ZhVrmLqnmarrbckn1PLm4Z46d39P8NJCZqSrKm06e7t6aBLjUUj39dTwtFrZdLjZUVbX2djZWYnlFhfnozm9smOA3j7VOn1/Jpmc6AzMa7WfPtBehslUe3v2jcjg/uCFc2ump3mwMrucczFKemiw29syEvSy442OF89d9da0jTWVMWWViKXLcLKrp4mj8Fdmtvqa6Q25eu++yQbtslQ12tLR1UZseDsnQ4sXciZ7/91TZU3dpJyZ6G3KIDqZk/f0NDMNw4P1bNBMXGW7Btl1d/tkS1cPlVocmDzM+Mp7g6ZuKBlPY7+Lrhscb++s0y6eno1kDIhkivK+ocwHPmtm6Fo0HMVpRhVSkbR43b9ur8zPrCQ8AReF0PL8XErBEckiKbEdSaoYcrt8To7ZGWLb4EiFh/N6HVI6cnZuWaNwQhPXQwnNMBEyM9lcIhbNZJKX5+dSsuFw8nouNXs1ZH3TrjL3led++vevbT9wqH927nIyFotnpM2rcxfXM0E/k9jezqgEQxhL8+fXUwpFIoRRYiq0upkkTGVrYxNjfA5C3toOiQbrYPFEYmVtK4cQikYy/eVohWr35ROGroS2YxTDZqJby5sJjZAoghQ0TEmFXj6/1tjfm9qIHJmavrJwPhXemF1apnE6sb29vh3PZ5LzCws51RBS4fVQXJUya9G800HHNpfemA/7K5z5aCgmGAzpDFQ4WUo///LpqLtxrCMgR1Y2nK2HuEyqYWSqNYAQwgiSpigll1lf35YQkrevRIN9+1BkySDDoYhK0jjnrHM7qLeX61cvz2wmsutXVwzazZnCdjjB8D5TTGxHU5qJkJiLREOnF+ZbR+/OrswoOoqHr8wsJ/qGBjyEuB1J0AwT3ri6th1f29jM6xjn4PF84tzi1WQsHk+LW8tzM6spB4sQQomtq69fCnnLHWI8sp3I7zwBdFVeujSzndVIHOlKNhZPJrLZjSvzc1v5cheHY8r8zJI2kkSrAAAgAElEQVRAIoJmtWxsK5o2DN1VVu5kaQwhhHvu+di0660FGjkRS0UTGQOZ86FMfxe1mgu2GVHB/O/vHIYei4ZTouFwOAgpe2FxDSGEkLq1vJrUMAqh1blzK9Hc2mbUNEknz6hScm4llQ2vLG9uhTPpaEzgaDKbXV+PGGJ8K5zK71xdlXKXFxYigoZhKBfZSAY7e4h0WDLikbCI0U6Gd7tdFIGjTPTsalgzEEKY0xdYOvnMv7/8xsC+T8XnfrsZScdS6ej6yoXVkI/j88loTMSctHBl5tJaWmPfvpGmJGfPzKTyKJNORtMaz+Ch7aVQKL24tJAUtXgolBANRk5eWI5QNKVIiZmZy9FUIqdRNK7PLlyW0smry2uijhy1PSNNTop3uxi0PH/2akz2uPHoxmZG1BFCSjYZ1QNNXnFtK4UzbHRtcTshMAxlZlZnVvMY0q6enxv9H8cXn5/BKVKKL1/eFLavLlx485XFiDZ08KGDnQGKcbpqeo7vb3trXUfcnInhDRV+B6Gtb4QwgkxnUrG0xtH49vZSOC4hpCbjiWgiEwutvHJxs6m/p6/GwzhcupiJReOKZhhCJhJPpPK5lbnLVxJSGcfjePbi7JqGEMXTUiK2Hc8Zqu4tr+SZ/1qhoVkivr2VEg2WMcOhKM5wDgeTjcXOzvz+/OVE7+Cgi0bI1LfWlpaW44zTlYmFsjqhpJORWFIxUHlrT0+lk3V6GMT4K10sbaZSmVg0jWPSdiRJM1RsbXV1K7a1vpHTqbGxYZ5j3SxKJ+KRlIDRRCayub4R7hoZ8zjoMpe14KVvXr40cvyR9dOvySZCmnxlaUFEPIHnZmaW08nIynYqtLG0lUMciVauLpx6/uWIXjPcVxlZWZhZSbAsiRDJUtp2KEoxbDa+NXtl0TRphFBn71DA4/D6nP/1bMcwnufwbPTMxdmZvPtI0FzMKrSpnL90Bc+lZy4tJiQtk4yvzJ09eSnZPtIfsJ5gupqJhTbiedNQLr4Z+vTn97z5+qqSS2zFBIYlfcFKx9s/Xop2en0OCsd0KbcZimE0jZTsViTpqmwcaKhk3B6UT0WjaZykEIrOXAwbyExdeMV7+FF9aal9sAMhxuvjklvLV6I55GrYO1DFMDzHEelEJJaRCILAGAdPoY3Vy28899KGVDU2XE0gLZPJrm1uZ2Jb6+GsLmXWY3knb64vXt3IZDYuLasEjSMkZLLxRDybycwuXI7mVM7BE/nkhavb1rAdXt/267/47v++tPfhQ1szl5LJeDiZi2xcnV3YogJ+Ib6ZyOs0Yawszi3HJfLtbBsln5ydX0yrcjIeT+QliqJSyxeWs/rK5dVEToxHttOioUq5pSsrOMeK0Y0La5FkLCboGIljy5cupdT03IWNltED7VXvu3ANinHrZ2UQwjBcXV+6msjr+WyusX+so0z8yY+fXkySbi26sJm2jhHT0XBawsTkZlJeO3We7+72YOrilau5xJqj7cg9kz2xxRdWyLb+KuzC2dmNeCySzlO8v63Gs3FlbubKdjQcEVLJDSN430DVwuyFq+FcPpEePjAdXVlb21jPSvr5i5vNHfVkPnJ+KYwwtL0488rshpJlh8fLnvvPV/O+tk6vtLi4HEqJc6fOdx65V186+duZiJQIJSQsHg7llbjq6b93rPyl8+FDd4+/+st/nElXH97bF7rwzBtRT2uVI766spbMZyRZj155YSGtxs68vkod2tPxuxO/jWTkUCiUC6+djXMtTDyi8eOjw3jo8n/Oxif72F89c042ze1QJBpdlf3dR/srLi2thbY286K2FUlcnb2kVHYfaZB/9O+nJTG7Gc+Fzp11jh6pyM798N/eGL/3fi4Tkllvrcd44dlXo8nYNtlanj5zIWpSSjqSkRw1DV01nsTKxvL2ZjKrIKSRlT1c6NQvz2zfc2j0yvPPnLgqP3TfaHL58sWlkI5haiYayRnJcDgvbp8Puw4OVTzz8x+qtQeH6un58xdXY/FwIr6+kuqZannjP34X15C7rHlqvGXtzd+c3HQf6A/++sTvErnMdjibTkZzefHsxfW2tkYyHzkb47r8yuLl5e2ULKbC4XAsEk9vxrKJq1e8ffsOj3ZdffO5q3ENw7B4OByLhlIyFgmHRMWkK9tbuPTc4kY0J8zMXKprbeVJ9cr8lehWvGJk36E9A5mTT4eq9nR5pLPnLkX5pg5j7o2lrPVEXI0qQ+3+xcubqaSg6dFTp5aTydBqNBuPRZLJWCQRDcVyiHXvmRzJzr/+q1cXGtpaXXrm9Pw6hpAi5C68sVA7PujFtStLV9fXNvN64tRCrqetWl1+dYkdONBXceni6mgX8/Kq2VrlDr32Bj28r5HJnzk3nxZUDMMSkUg8EsoI6nYoahgKVTPm3n72mTc39+yfjr7xuxNXch87MJDZWJy5srG1HbVeOrGViy9fWMvr9PRExX/+9LW0o2qkljw/v74dT69cmfd1j1Wlzv6f01u5RCytyrHtiIgQhimhUCyyHRYxYTVCDtck34y6G8uZ0JWrK6EtprL/Y3t6Iheef34hGt1eXMpw/W1VSnJ2E7W7Ym+kuaZyhzY/u7QZ2sorhorjbU2tZmbrzZlLke1QVNAuXQ7vv/uIEV08u7Ama3pcwvTtuSsxKXrprHf42IA7e/qq0FpXnousXN1Oy1LGoYi/f+ONFFPXUeNJba2srq3ly9r3dFSeff0l3VPJC5HTs6skEtdDGRNDuiqcvrSgJdafnxc/fv/wyZ//y3y+YrQqcTbubgwy24tL21lJxspGOzyrc1dWohkkZqiyWi2x9usXZkYnBldW17JiztM4WmGuXVraTgrCufMLTR0tHC4sXFwORVOtkweOTvRf+sW/6P13t5CZ0zML8XAoktWSWfPAkbvI+JVnXlqb3tf/2m9+eW4La28qx1Sqsr585dwrs2spE2G6ng3FcmsLF2oGD5hXXv3NbGhosCOydCX3/7P33vGeVtW98Nrlab9+6vTeB6bCUGYGht6kRRAFRIINRWLXWHKT901R0+6b3JQb38TEJGr0VUksRFFApEhnaNOYXk/7tef31F3X/eOcM4UZYICJet8737/O55x99t7P2muvvfbaq1h39pxZeX33j3/0i1MuuaqaDjz8+MalZ8174unorGWTfvyTn9fDzsBwuxM2OknaUN6MCt28/ukXo9qqyWTDY88OlGdfcc78wT2d3pq7bePzm/c0Bofr+0bCVfOr3737KQUAhIi48ezWwcXz5xR4/tLzW7cPDpM82rX5RW/q8skVtIW+iRX9yAMPNprt/c1chMPNpDMYlS5cu/hn99wzGIrBgaEsTYZaEXW65s/qHtqx5ZmX9jWHh4ebI2GcDbXVornTaTp492N7Snrfo09t6Z+9qDeQL76w/cDIkMjijQPq/LNPmdRVC7c//8j2QQBCVHpgsLF/sAEAjMPKabWvfefHztwzz54cf/2vf9C37pIFfvLkc5vbqemo4nmrlzV3b6wuvmBZV/Yf37+3U5l/7vzuLRte0JUpNNr/swdfmLF05vObd82fMUXHwy/tGJKYa6M2rt8OPRNm1eDZp9fvGRzZP9SxiaD9PV468swL22YsPs1rbv75M1ub255sV06ZWgEbdE/poY/cd/9QAgRI0hxsC7J9w2Y1cfFFM+Q3vvd0O2yNxFlzYCgl+cBAy6Staaef4xzYvnX/gTgV61/YNW/eTFc0nt16AIAM73j+oef3gowWLV/5xP0/2W37z50ZbN+xY89wNPzi48XlV/REG+975KWkM1KPTXN4MFNI0AwO1RvDw1mS7RwhC2tmdwemTqgN7dy4Y/egnLT05guWbV//0DMbDwzv37sndhfOmhgf2LoHJnlD27FvYsUju7Zt3LVziHR1q85ImKo3c+b+n4nXtMqQlee/5c0MYIxJ45hxHjYax/iz13v9DVdsuudfNgwff5elm+9872Q5+O3v/H+7mvbNzO1oFKcvPb28/8ENjV+Jka9r5oLFXvTIlgMnrktn+XlnNh5+ZK9+pQ9yTzt/1cBDvzjwig1eG27X5HMXlO577KUTQLTeuR++6TIabvvqv/64/brWtjD5tluv6aYj3/zyd/cf/BbmekQK/eandcIRnHX+yq0PPtIwr9200DvxrBm1+5/e/OZHnX3aKm/bpk1h/Oa7+t8MPbM++I4rCmLPP/7TD1rHQfNfLSr9M1ZMdH7+/LZf9UReG9XJpy7uqT/6wuCrNSL0nHNXr3/04Vj+sqZ1QlCcccly995Htr75M6a64MwF4sUndiWv3fQk3iiCYlErpeRhTEZIuVqN2m3Gef/kyf/Fqsw4qsZEjB1iGqvfHjWU233XsULgfqM9sFZZAd7f9fXueT2TqViTEuaZ7LZUf7lcVoc5uTvWuIQlh35j72w37ir3HGC0opJPxdmXKz37fjlBqIhVtBFhDM0MJR2AmLl7jyO+1DfZZ8L0L2vdraO89ws6uyXTXy+Xjz7EKNppShQQBOUHGHUIi17nV87IO+us8y+F4LWbAgDq3+iEW8s9Lx776RKrxh7BCW8UBLGCNqTHplvRGkWYNNnHUvPlSik97E+uNc4RnPBqcK16X3NkQ23iA5wC4uq4Gfi1+950rPhELRzgx7PorwWcLUXM3RFCqohtSudknTPB/UbgH96oqtI7O+1hv/b3RX+lUC967sK0dYXif1WpTMzbtwv4dLUKB4OV0daQtI8RIWIv6gyfRUo/JPl10vmz7uqofXVtNHQmKf15qXicM+6XWYkHO17hZXuRSBIeVGV7rQn+oRQcvL1OkPEdqf69Wq1LiYVAHnXeTMi6XiXsk96RPejstxL91Wo5Oqo1RX1hrn96JEkBAACXZmnTL+47glRmldBPeq8Wp3Vu0rBO9WH3VZMloF2TNFdi8P+Wi+LV2h0PsGJswthx63h4dtw4FYr/XAremHLiWUMJzY4Mf58ps4QHI6/s0TBVdC4yzldfWc70yegaxe5j8oM5fLZaNccRXt8n4ms1+/visfu8Pqo/F3RtPWwbTsvb78nt/6h0N1/V86JiTMpYWUY3KP6VYnD4ZWpx2nyLcf6idMTpcxJvHq+pypzwByZ9S3PkCqFWZEnC4QOt4WWWvUTk3w0PnKrNLte7IBq+OlebvcJGj81VsMnlXTq9JcmfOWzzl41caMkPSmVikg+12w73hE5uSeKL83yb68eEAMBl0chVaXSl0A94/KbW8FuEeY7j3wzvP0PpnW5xsgrfGiW56+9lFAAA9bubAx9MEsH9zGZ3thpV6g8wc0nYPg3pw0FRgo6pm4H85Mjg6Zps9Fz5sn2CeEbafF8n9Tntzdrvi5MY7Hs7rWVanJnLZSJal4Zz0RnA/BPNepX50/PGTZ3OuQqfY/ZjreEzDcl18p64szaXg8z+PyODS7XZ57BlWTJbK4e6NdH+UJz0aHFZFp+XdByA26KoRfHtnWhPUBhVUHxrpwNucbzsqD2sKF2edS5K0wHPv7I9eG0m93j+lZ2GR+zVWc5NvkipqoWz45E7osRyLxDR1Vl8qVDbmH1/uz4XnBeY/XBzeKU2KYUPNQZPtfQF19GEAIABODdrXxllewN/VVS/Jcq3BoXZaeOjYexzvpWPSeTpefvz7VYv8TZR9ZtJZ5YmQ8y8pzUyH3kTxG/G0Rlp7BP7ucbQMmV2eIVw9CPQXNkZuSXOQ9dZEjU/0En2BcGCpP6+OD1FRFekySIp1kkzjPnHW81eymennRvS9hJNYsz+vD48x+IOzt8eDl+b6y2eN8obYPI/rR+4OBeDfmVyVn9LluXM68vDD0XxkONc3R68PUk0D7aOv4J3qewDYf1MhQeo+UB7ZC4wR3RmIbs0CUfc0gscZ1B3K5gbOvXTlUn84sZRpgJclLbvDKMeyqxKPhSGlDnrskhaebWwm4n4YqMxDUmT6DsbwwuRv+jwMeFrxHvjaJ8bjFB6XXv/LZncz90VSf3dUeZTfWauqyJcRLyevPGRdivxylx2Pt5qTqPOC5wjAW7NLe2BbuqdH7d9gGvi9MUgKMrO3zaGF2h82vNW5+FbomxnodAe4xN7W2twuSGPB6WuvLPUsuddd4D7/UbsdvwB7kyw5nnHnaLijzXqM8GxMvyTVnO+JQ+9/DwmAuw0y5/kZDJ3UYQfCJNdhcJz3Jlr8XmGt0Rp2WTnKch0/Il2s8q8l0D8Sb0+y8JWzxs9j7t19o4o3u4XJ2bhe6PmRYncGhQO0631BZle7zkBkH5tNrkOADqABICAOVXDo56XU1idyZ2ue7SN3rX6ne3BdQr2MrgxCs/MWgUenNkZuTnOXyoEnVFqIK6Om4vR2cjJrZ3hK6JwGvU6JvlUmGkOg9R+sDEyDx1pkmuFWpx2hFv0tZhA6HZGbm8euEyYbZ53bmf4XXEeud5Wps+RdPNhcbqL0vaFmjzqsneGQ2+LoxnAnx1PfeFb8YmRwVUGdnrOBWHrPG2ecdlvhPUbcz2A+bvi6II0bnnFC8IDb8vEbq/4vO/NkXqLx9dEzWmEXhxHB9xgVAWfJqI72s2zc+kT+8728ALkz3H7ycbwUktKeefWVMwXUTeh66KRtwq9g+Hn6gMXZmJvUFgTN9Zl8QpD+vPOdIAL0mSb5x+lr+ASYR4ql1yV3hHWz84yoOy6TmO1yCYCuaQ1fIG0L/nuJZ2ha3OZoHpv1FoqxTwLfXn7jjAa9v1rWgO3JQkyz5Wd69P0gkyOUHVNLl7wAmmz360PLbZsKyfvag9cI+2zrpsTAgAdipcn8XlJp+OW5if1dyVJnbNb2/XL0wS4VxHhe7PMgPejQrHXmg2OO110PtVqdlFXmeTmJFkbZ7sKY6KSoL0pPHBVbtqONydvXpWK/a5zQad+W5K/6Adzs9YdYRIwWqd4aRj2MWfzuBDrMI+jbHCf6eTzjeGZ4PSo9s1RZ52yGzi8r91YLdKpxnywOXSWkluDysq4cXGeD3BvadJ4dxRbJ3jW9adYtcXxzElV5oTil+/2y/e5Tkh0xOl74qgbSaDyCivdVe76eqlUM9JDVrKqdpgbd4sX/r58pCcU9b5e6f6Fy8+R+IWe7jlppp1CrzV/We0aGL8s7uSOcCv/ztTVyhDGAyUm8eDbla5/KlcK1nSB87eV0oTxGHQg/Mel8r90TWyhnmB0QtlCLYk2L1V6N1u5cHzYWVl4KrCqlTVrT03DBYffYmy+Egt/0lXeRfFM7f1DuXS2sQ2HMgs5JRLN89XJWofvTuS/9U7qUSFQf32xazsjq7JoogVHiTbnmd/1zYBOJoXvVLr+uVisGT1ZqWlK9an0DAh+p1LaEVQztD+u9i02udbpx8LWmYQPjE8hZu7+sePfrkmi/iMdWotaUq+4TSdXSEQ007V2EXuNZYT0aTVNqYkW7iuWv949cRB0y3H7CftCteoZ06FkvpZr0uyRWt9Dnt+ft6cRVtKi7zAbmsOCvyq787QpAstBzrOgCLXElg5bR0NIBGaiRQ7wWLF3H1Vr8/gX1Ync5CF3wdgfVvsf9Is/KvV8pVws24PEJYLQApiyFpfKPKJmQZ7MpuUvlb1uUhhmpMcQQ3BtGrkAU6RqM7u+Mmk7aOmU76r23BX4RbQZoTWrD4kO5n+vVPtKrcsx2qX8W8Vqn5VVxNTauQj3F8r/1DOhbg450i5Q+c/KfQ/73plCfKPaH8s8cvkpyNc7pH/8+2bpHNzqz11GDpFdrVHOX3XXXqS8ak1CYLbVCdAR1+eICCSi0Gft4jycQegkLYKD/8e8nxYC31gAyCkDq2sIklAPTIfwAsGnPHeikdekMqZstsgZIYKQrnGKaUI88C6JRtZqkTmFB3yvgNB0iv9R7fla4HejpazwNyVn4SHupT8u9fxrd98Pfe/xUi1Fc8xcYKdnnX5CZyix2SvcXZvwbZdNPcp0Vuf+FJ2eL9WDnFWQtkEtPjgKdUOqQh4wUOdnMSVkqhSFcSIcbNXkwU99ZyLCAGctv+tfi2zeEaNYD2hG6Lax499e3ml8pjF0XSYy7g2PLjAhCu3RFhIA4FZT4tRMzqjTALOhNOk5zM/XJqd6nhyfAiG/KFe1RUlpju6/9vYxlb9Vkt/pKRcVLM/CKYRO0fkux1uRtE6h/hYKAWJGCKjockWYVdO0FpQWwDAEoAzsEcaOTYXyCBAAGjLvG9Vuc9gmRYCYspLRDuKQX1nvsC5tgNCCkqHrldH9ZrW0Km5claOxdo4+eNUnEcGpxlQJFeMsPkeb79d6qhS7RFRCWhPihih5sHviJpJ5jGliysxfKuMzhdFaTiDOz4rdX+qudmu73eGWl/6hWECCFWOqhB5thTqI2TJ/tNRTI9Ra/fNK135ruclWIXFQzcmjXt71Pc9ZZiFyHALgyeTGXEYU50nzcLn6lVpfg+hNrtuDzpe7ai955UccWkU4PW1PJaxi8l6EjLKiUR4e2riSeP9cLc3QqssSAXay5R3X+UqlMkXnF1j2hVKpAofoeV4algiZpcQexytY+m89PQdFJZOdwJ/01aLfpNRnwVcLwXKVnSNFhGqxTM+y/h92lfdQV1szBdj6Y5nQzkrb/YT16zyj3sagtoHTFUrdXerqaLKlWPlBqfaPlWrRaEu9/ygWJ1gtKGVoC3iCPSJO4vhx4q0yl3Vih1FBICQOQQ3gPFEIpuStC4Xd7PFLO22POTmja+LmCpEJpxhi/jKrzOlp43yhtvvF/Sg+FHa2FspcRqtyMcXyTd7YbazXiMvj9gLifdujN0QxMBjiQa7jazKxzeErctlhZrGE9b43KhICI28Mm22/zGV0QW6QEWGyM7K0woNtNrshihZo83yhXJapR/izrnNlmj0TFOKDu4ywiaJ1Y5xS5u/C9LpMPOry1dIOUEQ0k41ZkUahV/2BC7e2mwN+zehoBvBAhMNBraSFB1wQ22NwohQudVIdXyb0o4Xqj0vlnxfKL7purwh/M04sc3plvDrPnw26RlB2vPKDnrtt/MbQo+JbO53phu5y6HVZfp8fHDSxFrQ4XdlApy2/u2nTSUie80tPMf2ZOPv7SvcDhfLPC+WnPA+tvjGsp16pP+8sEqKHuLnNLstyDc4DRfet7cYirZ4tVrvzjDK+3h+7Lk+U6WnSAOgp2p6SpwVCY+YVdTzdwLNBcTcbNc/ahXl6ijLb/KBb5kjJ8ix/yQvOiprKKUU2W5dnCy3+3Pfn581LMvvUuM3ARbM6i7rBub9QqoOZq83OoBrq8N1RVATqAbYJSLShWyhrobknjPSBLJL5fseflLfPVGSLy5blCWPeA34gxglSU8k7kmSLw9cKvYOYc6VlKpljiWTuoxze3240/fImzkblIkF9fae1ROFPAu8dnSZ1S/e5/JpwZIU0gtqL42ixkFu8YErWXiulod6zrmMAAGhVdW6K4gpzA9k5TYFh/HFm3tsJe621BGYrtc8rPuh502TOmPuY54+a+vpkckuntUyKQc9bkiQBZev9wvy80wf8Eb9QzTvvSDIOzoMBmyf1gFdUJj9Vm21ecQPnQAAIaCu6qbfRK22A/Laos1jrza43PQvXadhL7VxlOaoJyF9wuAUAsNd06mtzIZm7NGmszbM+YL15eFGWTgDWJTvnpckcZE/4/hQpkHmP+N6aqLkC+X2ed0raPMeyjeMWeEOIq9JF6NzvOZfE7UlAMsYWpeGqPO0m7pDN3x5HEyz5cSGYLYXgwR4izxBq0C0+4TqjpJ4qOu+OoiVSxdTM0LZsZBmcjQ4bP6DoRJ3l3Dktbl2QJeAU7y6Wf14ob3D41LxzXRJNR7aV4nyg6x3naM+tos7f1QkN9Qw1y9N0gdbrCyVp5BRjtwTlvWzMKnNDOHSmyKYAK6soIM4clW9w6G92whrAz4NSTQvC3MiKPuaP2NQ45V3ULtd2o1cs6LgX2fOeP0/EPcAfCgq+ynynsOuwh+lLOiPr8nQe0IpMC5RPF9kBr9gmAAC+yi/PRZMHGWaTweEynEycZVkEFELuLU/DhUo/XOo5APlUS7b4/ulxY3WedhPvZ773kfrQD2t9L42ZA4FZcVO7tQTZ35ZKC5RgzPtOyb++Ve9mhaZR3UgMAQX0AINuQ9YXilbHt0bi6aK3LgrnKJE5wSMO+WQYfr/cvZfZ97VbI47fOfSkiPNF0k2c3Qyu6jSWWfp3xeCGsLFGql9UehOVVYA8G1R68uZqDU9xslrZIQoEyE5O+7Xd7ZV2EfO2Tjt0i5PzzgqR9wLXKr4hSeZo+3CpPDXLgDlbHLYyzTT3HvX9UavMVJkuU8q1epa1M9NoAuGC2FnCRNQsUvAsM7dEsQvYo/OzsmSOpY/7/nQhc8eTOlst8mlIH/PcNXFjCTpbHXdtZ/g8oRNilmqyB8QcdJ8jMM3YzYVaosN3RQmjbslm1JpJ4Kx3RmWsPSNpXZukMwz5RbEwNc8Nc5XNpyJ3ZaidwplJ65xcP1SpuLJzVSr3OmSpxgaKZYZak09G9lhQtCZfo8yTrn/SKnNi8at2+/0vw1vbB1ZC8Yu16n+FqxVFO83Y3fy4Mv8HRn6sObirNOGbgfcmdfJeFX+u1fmPrv4Hx7YWuFbc0Wj0AgBl/17pfdphAOBYM8HivledHkN9W+PAQl773VolfZV2v5aYkod3RJ1nKpPv8tjJLAz/R6FsNBIWv3IuV9+YIiEN+svMvWona3vgGNsN+7QJOX/T3q64KG3ekZo/7+rdxY76LjRv6TTervC3uvvDcbJUdH5b2Cy6lS+UivCGKjJc2953ifT/oL934Bh/xD6VT0K+wXVKKvlCo/G13snTo/pZ1vm/u3vaJ/qEPj8aujA3ALDLr329XHh5uo7/enCTf7rZLAAYyu6q9j33SrUOrHpn2Fhp3d/t6X4Vv/pelU1D/pzj2JOqzAnFr4vb70mcxEmcxEmcxEmcxBvAa6oyv6LCEmjOSdrL1bF96k9LW7eGjXdEUe0N9e0ZcUGWv9Z13l6cRFWLAJOf6hMAACAASURBVFDQ+Q1JVPu1z8JIUV+exAEeY56ekevy/ETUIcSFWTTvuEMdKOoL08T/9aDcFJGuUG8qMruqs6uTTu+Ybc2ckcb9J+Ltu0+K119i69iYoETXIWrbxVk056jFKur8xrBxltSBMTONBoCzkuZqqQFxQda5KBfHY2wkaM9OWucKuTwN35Lno79kaNYlraX6uImCOE3LY3Ls6PznSwkAp2TRKfqIz+hVyTqhGEBNi4lvjrs8a2brl7sIT5DZKnns3B4UcY6Sxwwtm6nEy1idoZmjXi1UhaJdm8WVV6TAQZjzo3D5m+PeN4wlWbjmFajxBoFmvnqNDueIeKF+NUEzXSZLlV6ShueJ4zN7IS7I4nnm2MzpWL0uS18WyDQzj67K8uPqHGBWnix62YQRT09bp73CKXYSv2SccF8ZuyhPZxrbr5WgsCTPeoG0wHwwbAaEtiifLtM5xjaZg6CXKbLB5Z5Vi5UZZoekxwKRzEfSApJxMl8IQrlGtUjJGca0GVOEAMAMmc1Wco7BvZwuytNZBkcovDds9CAJKVsr4qIFwdhYSAvas5LGxdKGlGtUy0XuEj5Tpz3KVIAOMLZA5S3mdYhdkaX9Fpr8GNHCE1S2VGpGia/FUqUk4Kki70M7UZteI6dqUUUagzk9zxzCyzpbKOVUiyMUlufpRARj1SlKTNU2Ifa9UasAxKB6f3PkijSaQpwBUCuU8q2ZqeU0JQmBxVJmBOZLGXNnVCp0qextSq93/fQokzISe3GaFABDxmeIdI62HcZmy5wRXKjE5dHIdXF0ioZdDlme5wHgRGMomtkaizK5Oc8soQPj9Lc6vlGCQBtROk8kUyw0KJkls/lKScYPDt2rsuVSMULni3iiRSRMWbUqF0g5WrlAqVnGVHX+tjQ2hA1TNu7bZ0/J0hnWZJTPFcl0gyGjs2Q6S+upRk/SsseYbiS+yU+VImdsrshnKxkQ1puHNwglCR0iuDrLagjheHBpUWUfjCMOpAPmQiUcgy3HmSSThcpEjP1GpzHdYkz5wTeLohFn5NIjYNCsEBmjrEdLjnahMgc4n6xSzguDxKzK07laIC/sH9P2cYrMFytFCa3qfInUCYPp2haN6kZCrFoq8jKhxqqVQlDKD74FeFYtFbLhusKaJSKbobHOyGKRTdOWgum30KcEJWyySudr02KsT+WLpaSUj/ouOFYvl0IRskgKTXCOMnXOyzJ6f5JLwpqYvVWCQttifNTtmVlzVtpaq8l6P6iq3Cd8mFFpxTmWPcOZJrA2V5s8t6rECiEMY7Oy8MpcpZQ1X/60gadnMXUKkc1XadZEMdNgk/EE87XGfYmZOdoERnYBK+lsiZQZc32dL5MiIKw5/vrjW7VC6X2cT5b5IiV7ERqUHTS8l7Vaq/VGh1wRZ57DX2LjKhba02S+UNkXPNe36gxptzrH0L4cq07PszKhdTDLpZyhtSJkrkgnW2gyNu6pYOcKUSKsQexKIWYoqSmv6GyZEAsI3UXMylwAZTUtyohzlWoxXtDJKst3UVyap/1Ihigsy7Mp1iaMzxcZMN46+LaFdrYUVWBtYpeIfKaSSJ1obN2xotVykVeBThf5JNQB0AaFlVnaBaRk5CylZhg7TMlikc01uJfzilFzCNnE2SkiR8BZ2o6MbUnsV/lypSrGeKiXyBypo1AvF1mJ0D6VzdB2glEZJSvztBtIC/QdUdsHElI6V8oJOg+ATlSSEjtL2yY7xhXvrDwZdgsRqjNy0YsaEZfkWZ+xLti5IusBMkzhVJHNNIhWL9Kyy2if0EkynWVsTMm1neYMiwlj3UrM0LrPAkc5w5LdnFe1WJELl7AEzKo870Jojidi6Lb52lT5BEcomS+yOQYjYhfLfLZSGXMnymSlUr1An3PJOoFPe7xHiZVCWMo9I2ZrNd3YBuOjq8ytXpZnEywyK9cZQwy2GVmSpRMsNBmdrPL5SjmELcmTGtqYOQeFmCb2vNw84Tk9SiwXghE6UedzhKgBDYk5Pcv6je3V+TvSBIBaq8/SeWBhmLPZIp2vTcJ4x+br0Fl/ArIqnMRr4DV9ZY7LHeR1YXUanmJJRGgi4Np2s+nVPtnb3W90j9FVNNOUOFubOveGOR9V3Cli4UiLSEL5CND7g+JFaTshdGWC3w/oR8Lmv5e6NiMAAQCYIzpXKrqd2Iz39ClxuszqXdU+oyNjytzp1XKKxQmMf2ssewSWrOkF02uNAHVqnvkWtqBZZaBpdL3aNcgYAkzP218eHo686u39E/YDIuXZQZ3BymvTbJjARGInZnnI6RIllopIEielbmIT6Va1COtAKGOnZZ1BlEsMBcJQ6T9r1IVT+f2qf5MgDzLjkUq/1j3cDB10CLDy2lzvBbuQ+vPT1k6vvEolKxM54NBTLX+XP3aXaDqFR3WEAIBYsTajVI3vSUtooPMrLbzI8C9G9tbA+7O+KYvS9oNB4epcbxwbxlycJJLC4tzmVu7yg7NE/mNu+43tN4YDaAAA0qFsYZa3DFpanazyU40YKlfe3h68VtIPT54+AmMjrkgaX+qIv+udnBo9A7PZCB2bNwi9OoEf+fCxTuvbpW6Nps+YfqMdxzFj/6g/2Ng/jxQ+21f966F9lhX+e29PRahumXW5bp9SIYUByhdm4enSfLt7CpVhhwdg8SE0fQb7teEo/2JkYFOp746e7tH4Xgq235heo/dxmKlkRwnm+lrJ5UIEvK/baE51N9oBGAvLvzpNW4ALJDR0Vqb8tDRqgdnh+JcK9YxXG2KMAS5Lo+UIk5TcPr7+JaPekicJkgrjbS3PSPMC71qQ5utdmK/wJRv+UbPzUPfkPaJ+e5w/Wp306a7qqGpPERZkaVQs5UZ8vLF/Lqte1l/9SP3ATFb8TG/5rJxuJ4IY/a76/tng/ln/ZDceuTOR/2PSzG8wCgDEitvCdkTZIiAfqVUXiTT0gjaaCQZ7rN5H6AKZRwYj7r3EAAAIoG8xZE6LkFlaTQP6gsOHuZNrAoSE3ImIAmtuaw28I5U/6p58LzV9Bvqt2YH8CPMCoff57p1CGsBHAm9m1lqss5j3beGOkUCtviJX3+PqYoULO/vXSvvNnhnrbesPWvEPeqd+iY9xLAFcKbMXXX+K6Fxp3T1UDPHugfFRKmgjQgH4/YG/GICiua01NMuQJ8o93w+KM6IcAFLiljBl4B1188XA6jkymanJF4vOzWF9R6GW2uzLI0O5U/5I/6Tnxk+XLq1OsbiJshui9g7Pnwp2Qi5zMDXgNyaNd8figdrEb7vmrXGcBT2bXejVuuOWlqbDf95oCKd264TaJxr7+3n5jgmTBgiZjnYHHDq3SlatMriVses7nU0FZ27ufq04ZhudLcIvNZrPViffTeRKBQtlNlDy5qh8plQbHX1JBi8x0u+x2xtDE8D94KTZ+5gzDQAAr4+bDwbF8xT5PbcKAGD1xXmuUL5Ns2EVvy3L761Nuc8R/ZZPk3HDpLMtqTNiCb0xbAz41U92jQpbU7b2vLhecIr/zvjb484PSu47Mv57Yx7rR0BQ1qBwYRyVCFmXqAd8xyFkTdx5zCV3tMPQ7/pctbBS69wmy5Gco9UAdV5yyHXNkSr1v9Q/qdtoxnSvxaKIflPQr5QrMeo1wvzc864JBz4cic2V/o8WyZdGhnaVJtze7Y6anlJCFsu8G/R+Wpqu8ksV+WLJuSXOnnShz+JCrUZQceq3OE/BgjW3tgduTuRPuqZ83dMfj9KvlbsOcusKkcxRdgLou12YnwlJ8irSLw4PJW75sz29S/M0A9jLHIPqulS/5B2qpRwzHhJLEG9uH7g1UY9VJzyNadkpgE6rzM5DXBV3/rNYnGB0n9EdgvOkLAjd9J2bWwfOM+5vT5j2KHPUSf/eXw+ccFXGVjWmnHYoTDfsvlJXnQV17h2g5qwstdR8amh/watsd7OSaK4VZMidtIGY+do8DocimOaJZB74XkAiYpcLGbvuNJk71vQboseP//3c43k8j/AnVPyH9SHj+E9XalsYrs5jBJxuyJMunp/l3/fcDAAI2+o4V8fJeYSHYuhzHfVstYdhOgV5Fwsm5+HbO+0h13y/4N5T7mpxLwK8rT3yZG3SEwelFqGAcqEmmxxfo1okyQ7XqYCzgxCLykXeL7Mm916idrXIWm4hsDrk5Vremu7U7i11xdRzUIasUNT5AgO7qD07i+tO75/1TQYAsOo9UWuFtlsKrAEwR+W7vdIGFi2klce9Qmd8Ct0qua7Tmq3p10veJ1vNv+7pP5iDM9ByplFTDU6A4kPFKgLfytg217szyf6h2vf4WEo3e3nUXC70sOvUiboxFP0I3+mqOll4YQJPBcEIAIBdIbIDTrmSh+eA+WB9qBF0P1ko7vKKP6VHWMktc39Y5AnRS4V5uOJdlKQv+LBcyI7nTpc5N7bPwHrPwyy+KKXPesHg6LoZ3Fyo7reEEOe+UjWl7g7KztPRDIO7CExCZil4Vgx65e+6+CIna3KymdMrsuw7laDWCc83dKBI7ypVOTvk9hkxpw5mXRYXXUaAa8hWZJ0r6wPdzPtXv2uDwy7NE8rcDWNumyQDvUKaA64rCSwQWcMrHiDm2k5rvoErHLIualsH7grIzDTrVXK+Vk9wBwA0EGb0dAsNJX67MTjXsn8q1EB1rpdQoaXnffeeYjmmdK9fvIv4+133oPdiWefLVLqk3fqrgvdEUA6RFy08U6wcsDRi/rR0cAHYpl/9RbH2ArBdlPS5wfeQy3GVUfJgF4xM4e566pdVviyP54DzxYpPO+0LMtVD7H6n0p235xs9atVgaGdpOduyAqrlMl2WJztY79xO61LDhqGbyPZbEuEytiMofocF2xx3E8O3pPH5BNY7/II4HApqz467PUZeyWnteZvX8ylMHh4eiLzqoJ+uTZsXaHdbd42L+O2ZmsnJi0F12MUNDhXKuadYbhwS7DhDZvPz+BagI8aOeO7kuD2nYAbGsxpmhARgAfQVUWsFYXtq/V/pngwAgHZN3Lw8Tuuu/wtuBBw7oeI5UeP32uG2AjnT8XutGTQ2d717StWc+QMHzZZWL5Pp2doMQiUgbD/FS3Kx0eq5RnVber9X/C7xdzt8kkxKCD1KFrHQobRg7AD37y7VkAUG4clCpRcYRagBHlTlAcBBs0Ska3LdphWfwgAl1+TJdwtuRgAQNOE/LlQYhcVC7SkWT0vii+P4z+vhC6XqM16B6XgWuOtp8FCxRpCFIN4ZNRYhGa713+P7N6X5P1f7D4oeRD1HytStPcnB5/4Gx0mInCVy7vhdxrSZmxMyX5N7Sl0D3G9zdw+xa7JYU5wtTUYxY+7dPn4mzD/TO7Ggs7dl6q5y5ehoiZjgWVLkxGtSOCfPkbHtrv/DMiju76fkUiVcIPuIiQnXlMzU6oFSjRJnB+Mdh12cJRXCpFLEEo/S+Vl2SqreyfiAV/we+EOuW0Zzd7ESsEPu3DNlJpxA6db1qXlba6jEig95XUBoTMwZUmnMF2hVQvc3VHJZihHv2emXvkPNDpdOE5Ja04VUo746DrcWejLAWSrXxFsBssmLZRnNNsFPyl0t5tYp5UZNRWhoNU/JfovTDO4dn8VFUf2yWHPas9Mv/Tu1+1zek5ldjrMmjnb57jwhKSVbXH+5SC5IkpqLivrSxEtzudur/NTCSRXm1won3O0XPYsEYNSMzBABSE4pt5YDCEI8tADEEELRUgBFqAbwEPLDYhacscYUwPoIihAEdBEt0IPNLo2Gl6P/96VSk5DRx3hFCAC6ODoKKgIMycH2BDFAqwhFQBcBCRhEDmAJVYAeIgIRhLhoKRAD5lyp7/WDww9vx1oH0BBqAF0EScBFMAAu6ttb9a2lnp94bg4QoNWEIiIjBNEaQjkiBVAEGAICICGIyAFyQsefXZAjuogFKz7a7txd7XmKc0AkhFDU58dxGQAIfTooDVCwQDnqM5S53/MOy9CK/hgRKEPLATTBtZ3hd+rgI921gynIKFof0QJRBDxEAJIR4iECIflYV8gRGRCCaAmM5kdRhIx+QkYIjo/oWssBJCEOoibAEDQB98jFEgRcREJIDmRs3yMGaAFIToiLlgERBE7Norem2QOVnsc4QwIWAAEcRE0oQ9QEHISMEB/t6GL5iJbQ/LBvdxE5gCDgIFgAIIQiEgBDiAH0EAQhBwPXGVoP0QKVBHy0ilADo9QjmgAfJ4uPlgBRhKjx1GoOogOoCR3t3BJiER0YJdHYt5ujpkfQBogwzl2jnY8RgRLXWgZgCTWIDoAkhI59y6EJO9YSQiwAAo6tGiWetUCoRmSEEERz2Dx9RAogCHERCYAihKGlQDQhgMgBzTgZDaESwEc7+oOLaAnRhz1futYSQgRAAS0e2rZEEQKIDqAFogm4iKM87wAcohggw7GdNbooBFEf3j/a1UL+wvd8OzZhcxSpu1VW5sHWYwQ0jXYOFkYZb2z/OmgZkEOMOkYN1ISMsihHUOPtJQEP0RJqEZEQjpgTQgFPk2K9648SLR8XWRmlK0S61Q3iwxjPQ2SAhhCCYAhwhIxQIACIDNBDGKX5KEMaAg4CAq5Om2u0+2eVckqIh8jGFssSIJLg1e2hy6B4e616UDj0qPTqqNPndf1pwQ1wdPnAQ2sJhTFWBAJAx9mMIY7uzdE+DZirosYl2n9/T40geoiC0sMl2wXRcLdT+67HZ8r09ij5erU2N4tWGfjTak8GlgJJCfHHeAk4AhBAAEQYZVQE9BEEIRyRASpCCSIHtIRKAA8tECpG+Q1gaR7P0hYABr3CE65r0RJCRmduCFAES4ACsYgcRjkHGcDhHDu66QyhAsAd/Q3g6G7Vo2IGwY7zfE4IR+SAmlCCSAB7tDgjFw4AMPdHgW8ALKFyfNsiIhLCEAHMxXF4lrF/Ue0LYUyAcwQLgId1fmk0xLzeH3on/nHjJF6G/99GME1UWQ34VucY9tJfMhjamUoI5u4/1jv064Jn9WylRxy3Pm50oGjmCeEBAKH7HLd53DGoBO1smSNzd3H+a522CbFPy34k2xxHvKGw0pM4if+tgBOV6EG2wT1mqkI7TwjDnB2HxX77Rs1Xep/rN185Rv1VQNHMVtJQd+druHRg0ehZxu7jvE9Jwdy9/ESnQkA7VcluawEg5N7uX4WLScmoGUoxAKB8g+O8UvUDhnaWzBXz9pxwIpzEG8KvqyqDWEB7xN36MPjWjF7m4jdUrIegLSAko9ejV55B0dqMUEsIQVtGjAm1v+ZHKWIJMTnMNHIQBDFAzI68bJ0oMLQukKOrJRwbiD6iIvTX4gUZbREheTM5SBBL1opRtyREFxEIeXlRi9ePg0ajN9kPAI7eFO1hNicHyMu2FUEsWYuExJSMGhQdaz0gCaEMbAGhQ8hxpCdBz1oXSA7oAUnGmc2zhgM5fiJTtBSofoXR2NgzJnpI0sNOboJYRIwppYgUQL8p0o1aVV9emaSImB57Bx2rPQAAOgiaEDyuxofgWouHbFevNEf00HKgyRtSX94c0LHowpvbOEeBoUWgr5Jt5TXlDEXrIZEEi8fLsaN26CMY6XD41ihCD9+GDG0BIT5kL3/dnXNrfCDxa5w+J/G68esSjL1Y5kdkh0ZzaVy/OT12lN1vhEO/0xr5nUZ93uscZb7MiwgFIz4WdV6WjLqs8xlHqEV4R1ifbiwAFHX+2XZjtvklKd8EcZEUDkJZ5+9pDn2sOXRtdlwF47p1/NfNRu+xpulbcWenUz3Wf7lWXxcOfaw5dEuU9Ov86Njd18RUEd+eHn/mKntVp37mK2qgdrGUJyJoHLi1i5V4JfadqfIuBLDyU2HnyKIY0K3y6cetIDtobm4NXDlei/v0uHH1iYi97LGq/xWiRl8vJivZjcisWaIkAMzMo/emL48vnSCTT4fDV+UCAOdL6QDMFdFnw7ACMFl0/qR9ZNozK5e8QpTsumjo83E2L238VTMsjf9yadr4bPw6ElV2azn5lbfamqwzw9oLk8bH4uTwLTxDtP9nqw0AZZ1fJd5kgUW7SB4V9mzFx8Kw61itXaOuy47N/wuyzsqXk8oueq3A5jVZ86LjqOe+JGt/PIqPr4jrqwMXSPF6+sGLo/oN+Rvfp71aTDpKnE7SsutVRWy/jO5IXk3OdOnkw3EyWUR/3G4fpz2nV6Z3Jq/InNfHjcVHsnq/jD/fbkx4raNgvsyLABWdfCROXkal2aLzmSh6tWqiJ/FfgxNfuOCTw/vek6bnJ1EN5N8O7L5GwhMO/n59aNF4Ocnb0myzV3rRY1M0OWY5ycDKRRb+sdozJW++J2zPBd6y6Z826yuUfmm8nOT14YEPR+FlWf5M4F3TGn5Xkr/okj+oD56m9E63ODtvXhvFVccby7mO+l2toVvHy0l+tFlfSPhGZm4Kw9XaPlYsd8C0mct19MM9298u7EOFQvjyS5u5sTNyU5RMZeSUqHlLEndZ+bnm0EV5enGWr00bV6TJadpand0ZthYgnZvWPxyGb5F6M+TfGth1c24GMf39MFyRpQmDzzSHl2izy3VrRltK68w5LWveFHWWK/nOTv2CLJmmxWdbraKRn2p3Hi2VRpNLCupYYnfzY5ST1JSsSMMb42SL5/z3A9s+HcZ7guK72oOE2N9Ksk2MOISGlK1MmrfGieVeLW/9t05rqcJtzL6/NXy+YZuI+u3WyAW5RBD/tm/nVQofDArRWDlJvDRpviWK06CwKK5/IIyGC6Xl7b3fHm6AFzw9Hii7JB68d2D/RFp8mOvbo/YKaQSI97ebaxTuo/IPGyNn5Lml9s7m8JLDy0la/YmRXX/ZjHYE7k0je/9mpNEoFJckjZviztvS8B1R68Isu1aoRLa+Nbh/ObIJWfODSXSGMG0qP9+sz7a4m5EvDe34TCzvLxbD8XKS/1dj8LxcDPqVmdnwNUlWYE4gOp9qh7nDz+2M3HJkOcm5efjhduNKYUIi39turFbIVXiW5RfF9cytPMVhAnMPWHFnu362VAeC8oaxuGV7RVh/f9SZCzwy6cfbrQmUXZ20Wyg/mKhnIH1q756FxKlj8q19u6/U9J7CeF0FIz4ZtlpOYS+jvzu4+Y87yUa3eGVrz/9sdhIHrkwFEa1L0F0Z7v3q8KDjVFE2vnNg31wW/Mx1kQC3+vdHds+35JZwmFHn5k64JShyFX2pVV+g8WnPvShtXd6JO4XSvvFyku9sD52qyfqg2JWHVyp43PcHuVe1cqfjD3OnhvZ5xz0jGf72/r0XWr4d08+128csJxlRukCb7YwOBMVy1vpoqx0VSo9zZwrC8ww/2Q7LJrtBmGI+8q3BAwvBe4jmT+/ZvRzZg0FwsJzk+9qtkaDcmza+1G6sTbLhQmnosCI8a3PysOfudd0pymx0+al5fIbIasC2um7F4HrPE5QuFmLA9Y7OBzJaTvK6XO3h9GOtwUuyiDDnI0O7vtAKt5UqO0dtDIir45ErNH3UIZ+v778yjVZa6qvoPZ3EYzzG+Gv79lxm2DbIPhMlq5PwgF8ua0EZ30XUXXu3fijONwWF6xu7/6oZbS+UNriwMsfN7qGDdVHaek9u7/GdT9f33pjEp1n64HgJ7pJJvrt72zWGPBa417SbVwn5qOdc06l/NM73QfZHzdaaPHap+4mhrb8TRvuC6oOBN0WZzR67vjk4l/Jb240dfmlU61yRNj/Sbt4WxwFmfzu4+1JFn+X2k+362UpNytq/FyWr03Am2N8a3v3ZKN3iOu9qDZ2Xib1B4fJw4L1RNAXYyrg+DeB9nfDRQvHocpJzlX2kVJyQtz/VbtwStSXlN3Yab43C2cT+t4Fdtyf5i4F7Qzh8VZqVrfjd1vD5ebpSmbWdA387PJIGxdM7I29PE2SeK1p/0A5Pl+YAVe+O401eyVOte/fuvELBMy7/48GXPpGZe4LCaKKEmMJVnfYlacid8uS0/oEolIx/vn7ggjSdQPnsrHVjllrqf79YrKDd4LjrooHvDOxfBu52TP+o1To9k1vGy0lSIz/XGrgyE6kTLMhHrolzyclvDe/+01a4sVA6PWm8sxPNomwbx/c0WkXHG48JgJi5AGqY+1Oykf/ct/s8y3zV/mgYXibVdmrf127cGLUnEnJDe2SVktuCytnR8JVZFjHn4vb+L9ebraD8qOv3oN58spzkicZoMLbvutzzuONQQoy1hwdjn3BVBvq0Eozuc5yV2j7jFR7zvE1BGdHscpwuqy8P2zOBPOsFBZMtE3aH60aEjTDePiytxUIpBrzisw5fLeX9hcJMabd77hytvlnqOvh8a9D2EvdZanqBXB6HEw08W67tJ7iPOzXEKRa+UQzmW/LcaK0WQkeoBacYGN0vO5dnknN3yKrIK7WsyRy+IE8Z4WDzHl78ue9tcpyLOvUaL+4/OClUZ2tyT+APMrpAkl8E7nQLEafDlI8w1gHYUawZnU0w5OlSuWryBuc7vUoHlQOQ8OAR19/g0C6nch/XPay0i+EuxjzK91PWZM4QhQXI/tP393lFX8sXCpUexIZNTrM09Irf9sdOFAf12ixNmVsn+O52a8QfL/YLwKy5IGkX3NIPOKxC/uNCYbPjpUYvsvC8V9zGWYc6w9x93qHcKTCrGpRNQPrVUmWaCK9L0i7i7mTQ9AobuItWEqf4oOdtdb3RBAxlLZYi/6bPFhg8JwlnarM7qOyipMmdJnc2jFX+Qw/JMGeKeSHKgUK3MlkZ7F637KF+3nHmKXNPuesXnle2sMllJcL3MAoAFIAS6FC+z2FTEO4tFHZy3of8AY9NRG+Ak4w6A4z6gBv90gbXHwKzs9yX6XyfX8ko7KfUMOcA4zll6w8ShHIBZtj1atpORLyrUJpn9awsPF2YelC616HGCzxpd4zX85ols9AtbXCcbqM2ekVf6/UF53xJ9oEi3CvJdB7SNphecLYTU+H+c2NMqNcIe18h2MudFWn9/Fxnnr8RkDA20+CLrjfiOAnlbaK1U3zc8za4EBMKhQAAIABJREFU7uibggvgoe4ysM/hBugI5/ucYIDRkPHNnt9j9B4Gc5EWkdxfKG93vP2MNrmbcucpxx11i+5TeoXKPer9qFgCq13KdnDPo2QHkArBHuJ92yfzibfhUMkeTPzC/Z4fU7JAiGHHZVadLbIm88CqtXk+xN0pOuu4pfWud6/v9lFvNxrlBNrIHiTjuVIgJ+T8LJ5u7QOud1XcPkWqIb/UMuJspXdzv2ATh7h9qDXgRr+00fV3cxZyHlG+3vfHDCkIvlVTibOd2gov/tSxU6i/5VANI7tEmo2uU9XinFzscj2FiIS2GU/AnJeJ/Y4TUrJYqe2ud7RlpqqSD4VhH9Ang0JFyU3F7qeYORXpT4Ngu+MPjVPDElwszG7XnazNd6u1mSKfgOx7RX+FUE2GoVt60vPWc3pN0rFu8W4v8FF1I90Jcg06PwoKL7lem5KQ8h2eN0zsHEM3O4dUGQo4V6pBx61ac3+p2qfNC66nxn3eDXMajCUUMqe0k2oKeGXSnqnx7kplpiI/KboTtaqCe0+htN11qZWrczHg+jsonpvLuld+0HVGD8h5Mt/nBv2EvEjJgFNc73quMY2g2ECRU84Ibbl+2aqYePcGhY1BIQPylM/nWjYCxrDgu8VCiuY0ZfZ4hccdNlMqQelhb3Y4T8ohz+uVacYL3UgfdHjqeJnRQy73qH9v4O9mMB3/V3t3HmRXdR4I/Dvr3d7Wr1vq1tZCElqQhJDY8YKNARtswNg4Bm9kcLzhJZXFSSazpCaVTGoqqUmmMpPMpGqcsSeJnWS8VexMJtghBDsGbHYMkhDape7W6377Xc/2zR/dLQmQsAABwXV///Xr++7+7j333O87n3yU0yahmrMZyhNnVlLxN1G0VwQ7JR0wv4rmSUa2OP4X1eoMZTWrfCI9mzERfd/3nhFyQHnK2MNeMN+UCWyxw7L/E8lN1l027G5yeMirGAJfjcLzjKkR8i0pLrS4k5Mr8rzFxVqdH/Urj0nvSU63GvhGrf4Mo6NG1ZDkNt1Go7uk6FBynqN/6YvznSOEfScIDnCx1s5fyeWISrZa+EFUPbhY637E6svzVDE5YrJcVh6QcprTWVk9RkxE6DPC9wx+v9Hsojkg5RLnRpF9O/CWI9ktRJuxWenvpWSz0WVT5qwTUnq+t27t5I7N69esWl6pRoM4JZS+ck0Zt0LblpDTnD8lvBzQEr7Hk8qpERA/8ryM0Ef8cMDohFYEXML9IZjt2u4TJ4Lg6qZYYuGo8HczvDxXD0aRtoWPIAg7LPh8h+C4VZtVEYvo7zyJhD8U+i0qZohd7shDnvQt6XAKSA8uxgUjkNVF/nhQnaEwJ4JnBD9GsOpc2wv3g5k0TiDZGVRzqxjhhzh7o3H/L/BP9BQTXrh8mzYZ8x/jbr3Ff/K8KrBdgs8wusKa0Lkf+/W7fL41z54K6nOoORVzYA56VYOGAosZ6xMAID3GjxK3BNgP/PCgkEeFbHOeWbVD64zxZToPgNwb1p7h/Md+9R5PxkA4IkcMrV5tLAPWo3Chw7vkiQwm6Syj3gFih159H6gGkgPC28XMJzLzp9X6ASGPCtnizBAyWWRPBVWwiiJSKo4w1uXyx8J7OJDr8rzu8PGwZo1CxvYLb35YndAZH2lCSUHYFBePBGGLcuaKCrAfeVF38T631KgJB4/4gUPsMsodPOGHDZ0d8qIB2AixDvRJ4VFXjKO4L1i4t80HTQOT3/OjAxQmHM7IaD8Ub8zSceCPS7GHsaOMHfJC5oyiosVISigFOMxF4bRHvScFXal1V/gPC3n8tbdGd46x9/uyhvQAIxGwXVw87YfTjO/kfFNRPBZWjy6ueUroOpU1kf5jEGwqsmm/8hiXTZUKImYYWW6sRdwrw8IVY0CPMHFoIZKaxaAuUNpRcZCxwzI8KMRDgm1V+hhjBYGmczv96Eee71kNVDwtxPzdIrJqg9YScFbICVUUTD7ue0tNTqm43wu6aDZaOMzk932xzNo57uVoljp41A+n5i+4BDqMHBPhD/zoMJj1xgiEg0Iqp6tUPsUpQZJRkhF+dKHJhWtVEVlMmBjVmQdACGNWVRAIZcTpADEi9EEv8JxxTOySXqQLwoMHJJ9Q6SpgRxaHT0RCpwkaFjwhBBLyZBC1KGsYRdBRKvZQssaYOSrvCYNRYzMmj1G32rg9frR7McCzbtV5xlKHHU4V0oKQmLKpE8NjsorNBRMjugjRZdx/SsqjQrYZrZtiibM+4QM0yyh/4jQFyBxhD3lRSpE7jBzs9sNpsE0HR6Q/t3i4zy8SCugRPkcsoTIHeFCKHUodE+I+P0JnkPE+wUN+9QliDfePMLxYmyf9Sg+LKtADQo6aApi83/PWFnnbD1sn3bTOLVIfsAKsB2gYT9G1pZcsjuS22ZjDMpwiDimfBeOYP8X5A74fU7pZqYywe6ORvdQ0kRzhcqnOBCBQsVeIjww6f15vthY3ISGwPU+2W/hv1fqY1UjFP4TBmiyNZeUQJX3Gpxg/wOQ+QSMk+zy/Rez5mnw3lMu15ohD7u3kePsg/Xp9ZJbgxXne5uLkvt5z8/4Vhv3A85ardIOFL0fRxiK9qFAPVseeQRUAfcar9DEfJfx+ySvIdnPW4vIxwesOj0n/AKOrlXoiqEZWU3Sc8BT1pEWC5KGowrRylB3hbIXWx4T/tBAEkSM2nCMAihJN6GEunvSjFgWNdI4zC+yHgm7X9iBn3DmOGBL2Qz+IjCmYSMD56ALCnhZ8tUpHCZ8SXqWIJx10KKGEH6RgmPcoo6OIh73KYSi2K10wMaRkj+BI2DSdT7+ClSpb6pACezAIfaMNE22CQMUsmlkRjOv0kkz/qFqdQbPc0kclF8CmKXqEabQeEff7/sq8/w5F7vHLcpJnmZBy2cT4tvWT1SgIfa9Zr+TG9Yfx676c5NXD1mYMvlCrvua1EgOrbx20O0Hz2758meEPozr5SJz8oNL84YlykupjnfYoAFD27eroI+JMY/4Z2g/3WigbfxkFL7vc3atteT64I0m/1Zh4vBxFs/TTDzdkgxsL89Vq8yB73g0Q7bXD7gUg/qhaO97aqJn8A8Neyx/5RvASozJu6M9MQvjleq33gpPVdPrJfv+expJVcWc1C/6gWn3ByV+KN8ezb80NABzy639VCc+0jsDZw2z+C93ufDnJb9XGnjhdOUk0t/Y7S3n4XyuVU09QeiUFUbR69arLtqw7/smT+47s3nvwtc5gKpVKpVKpVDoDP7Ep8yplMFWcfdaSnLm1f+zd+alD/d/dn/692aO/NTe38kUuJXKWIUQmu3MYi2dHoXNnnzXgHbhP9+aWWQcANZ38ZnduxauVwQSIFWcJAke7ShVrVDF+Zsksnsv/bbdzyrKXock+NhxGp/oWRbdMF2tUscKY5/dxUHSVZ4/ie/lw9qozLi1HUX2q162dZs9RxMidnTwdhi46XU0+xKpzALAp7b8nf24PVOAs+8nF/BYsUfHnu621CzkN9r399sazMWzRZJGtOAuzAQBYo7IJBEBXdQjg3jScffPzUmGaavg7s1M35bpizPlGAcBNvaO3ZwUgXhbPfXaY+CdNzNCFp9o/FN2HulMfzvLrBsd+fTAfTAncmdt6UzcVZ7xTEM9TeeU0hVoJ2quzDABv6s+94+SsH8TNWefjSSYAlqtk68v7YYbWXKCfe1aszQa3niZtkDt7ZZ6d8vXVZXlSf/a+Emh3FOoFrqHM2dv7nYmffAaan223bjrDuokvDLHiHHkx++z6wcytz/vhnPnyQmefe2FBc4n6CTO8JO1c9YJpXNuy3g15ceWw9ckXTGs6aaH4hmHnLadJMPSs+rlB/zk5nucn7ePn9umQxcvLRXHvmufkpiFe359+/2nuYqVX2dnPYPpgd/YdSl+QJUNBPtqd24JsLyn+pDW9xdiD0rtqOHtDoXd50U6PrVcwn8H04aR42DuR1FazepOjfxdV0aaf6XUp9wuT3JYkb8+zvYsZTG+P565Phu8q7D0+/2CndZ2yj3P849bRS7U5IKNlqveeOE2Fd4QtVN65ozt9Z7yQwfSZbqfC/GPMXNPvX4j0+0FkwCRUpqA+225tN2TXYkDoyS5M2h8fZJLTZt7/WJwMCN4x6J6v1aVFcX4evzntrUUxBcUvdeeqzF+Zd24bDt9k3GPMfbo3d7ElhU5ujwdvyvU0c/9ldnqbsUc5uySNN2gVUhGp3meHacPkb8+Tt6QDCnB7PJxjcMtgeDQI5n9toTXrAHeJU2QwaUq3Z8Or0nTGC97en7kh04c87/phJwB3fZZHJjtfqVGkfch/tdsbA3dJVnAs3pVbv+j+Vr+7Ctn9C/ufTIP+pTjeqPRhwd/bn3mjITsFu24w9940HcrweN2orUnnzkHsc6+P6YeGcUhlauPP93pG+KDj96XJdVle1/G/6XVWIX1EHg+CM7d3Wm8rio7wburNvK2w+6W4btC6PsuvVNml2XCrLjZaMlL0PjoY9IR346BzQzpsErEsnf2N/mCM8Ieo+c1Oe53Ffd5C4OeEGvxhe3aHdj/w5FV5/9q42BOGlw2P3ZYUBz3xq60j1xWqL/wji1Gfy4rBr/UGdQIFqs902z7zNueDwNnb0uLusDoEHTB/BorPt2dHKD0mj4d+uzcNOx9OE0bl6qzz0WE2LcnVmRrX8UZkVMcfG3QniSxM/PP9HufevsX4j4bJPjhInwxDbYuP9ueuLcwTkn24O/vWQjPQ2407PxlKxi+P534mV3uk3BZ3P5IMOQ8OMAoAkcnuHAxSSj7UH2bUXJWrXZ6/Lpn73W5vmaN3e/DZYbxBmz2ePx/Y5Fn10f7sRmT3RJVLhj3B/b2c7eZsG7LHBT8qvbVK7fHkprT3uX4/F97Fg9YvDYYe83aLZw2liARqVjkR7aG2Trzzkta1hdvthz+S5BLDj0J+Y1E088EG4i3P2ncMhx2v0ix6n+z3llK583j9I518JFMPevLNw85tyWCbhp1SqsWTd9TqcxF3czqpkXC693g5ScAmkKXa7vSkBbi0ULuFeP6tuWLSX+zOriLyx0TfORi+PUuGjN7cb12mYZf0Fpdi3zXo1Zg3hcVnB91r0zgV/uqsc3OmUMrYJJ/r95DLdWl/lbM3Zele4Vd1vIqFLcw/2Z290NEHOXyyO/smZaal7xlVJ+zYiXKS9rpht8m8WVQ/N+xcGw9RRIcW3hDhZBF/pt+ZJGKauHcm3Y2OP8Xd59qt9chWqsE7kvgapR8W9MP92fcU9h4/PMbYBOAeTm8fdB3a63L9mFyoH7cj6X4miSeVqrn8Y/2uEVHmsk/15lYQvi1pX5OpHSprM/hcd3Yjst2gvjA7vdW4w5zdnPQvyrqjIC5OYwbm+tzuPFUNpnXGPOhHgR7+6+5gi82ds/+q396ubBXMzf32ZuSPcrijN/t27VBnH8yG64tshPAr4mPvzPURzn++ffSGLB8I77y097Ys3WYgMPFFlv5IynX54NO9bpXJGSw+321vdLBLLlxakbgb+r23aP2E4LcM5t6l3GFQtw9716dxx6tcEs+8U+GMkH8f+ZsLfNzjW9Lez/f7SgQN1b8hS67K1U7PzwkAQGDyO3vtHdoekOzGdHBhbp7x2Ufbxy7WsMsTV8TtW9LY5wEx2fXJcCCj4xexlhRrlHvcE5vT/p39Pmf80qx347C3Dvg+0J/vzl6g7Fod/1qvs97Co0JenXfelplHAu+G3rFb8mJa+A8IeiGKx0/3Tqp09ggpG436yqXN45/Mdgftbv94rMxZPwZsRvAMTM7oJ4aDc6ydKNIGi75ZHfmLSqViNQUWOTNy0sN6lwVfqDy7Q4HKr9RGvi/5W5T7T6PNDWlqRbDS6T+qjRyvRXeIcZDVbzH1bmU1F54uljP/a7WRL1Zr0tkx4H9SjZafWAq7K6r++ch4G82otT3GztMFMfZAdXSPU5sWJ1qb9a+wOGnyMWvPy4bnnvyjt9llGPz+SDRF8I1afrFSeZMxMSehc5YQh2ZXbRkx/Y/HxV+PLhtXfUa9p8L6IQqXpcMN2o4VWcwpeo2v+WQlCb5eG/lSFNWsWaXVWq3GdfoGDH6jFh0N6sbaf6iObTMZ1emvdDtXAp1eXIUh8w4tXCfdpUm85NmPehVTCC/aa+L35bZu1QZtqs41nQuBLDNqrVYrTfG+DH93tHmQBvuZISwyoPf51a81ltzF2fEThADMyOq9EieN0VSOmKyOQAHGjfHgxBIJQBVN3bmmI39Wqzasep/C/zDa3JqkSgTnWPP79cb9Qe2rjdHvSB6d9EWK2NSmqoe3KDdmiotUmoiRRyk5KqTHZABA9OCjSS4Rz1d2wMnfVpshmMf96l+PLL2PkjoAQ7va2uMPdDPcv6s2+j8ifxwd8vCLETvPmABFD4qNln+nNvLH9YbCxTPB6Xcr8hvN2hQTl6f6r0bHV6uhpRSpyE6MjobXDJN7R8ePwYmnxhGt1zHvf0XVQxwDYD1Qq4kU1hzxgoaxBNC3bqnVN6RxiHZznh8fxqPH/O97bGxh290aaywABVhudEvKCYVP+2K5Tm9K8kgXF2hDASvaNBcPbkJpVavPdTs7KDwlK48J0kR4LIj+b23p33l0xMFhv/aAwKWL21dQ8VeV+ldGlj3A2D1RxYdTPfg6c0uaMLRbC/1wVP1yY2IPNfK5jQXyz0FwWTK8urA/9AglUrh8fHEpbcYbDr7ne2t09jNJ7jm3rcg5YoRuzJ342XRF9LCgHtKdgu0Px3ZyUz9pKT5iAQSAzWcAUbQ/15n67dnpmwqzezEJwAATcMoAShy1boqxjVoD8ymqv6k1Wya+WrnlOl9xYh3ovVFNgI65lxD+zVp9pYkvNf43I18YfXMSS7RbCrXLF5/szBSy2iYQOZdTuiMbbDBueZ6tAGCIy43mBIYAI3DybqL3VGqe1T3ONXpfbDZWFCflCQAy51ZZB049XF3ad2alNX0hV6miJYRk4b0UP5QNL1OK6+TiE0eJSKcmneXHt9nqrcT/vUieQ+gb4yRCPD9P31Ik360vWanyhMkBczMUPzcYrEIcL5JlNPhGrfm/o5AQ2kZ9NBr/rscbTtediQg9fX+avT41/71Zayiyztivjo7XsBgp4q3GrSvSq9N0ujL6t7zYilgB1qBypercmJmG1pNI7g9G/vNI0yE8KfkYDb4UBfcF1fkHzmvS7oSzO/IcABnY1fakkwMxkZUfSbbUmJyylVpNc85Y+Ce1aG3a3cCbfxbwJcenPnHG5rPCP8fRP6zVj0f5XKHyu6rNR31/GtycV7/bgzclvSstrrD5ZlWspsHXo9ouRqRVIzx86nl3PIL4rrTfQHO+0gMHdzfHU2venKuvj44HmD/u175ZH/trTzZBD2T97zlZDUABIqPHTrszS6+Bs94rY68fxJJRRSCh0qExRD4QBpNZ95rC7ZXs3f1OlYqU0TfGnYuLNBdRH/IPp8XJ48pcmrbfVuhn/OgY5p/qD/eFVaaGl+b5Msd3+guN+lFTXB/3NoH8miQ/Oxh4FKZEqHT8nqw4IPiOXPeZ3arwYd8zAEBIaNUH+53Eq/hqcENmCKe5SS/Jszr3n3HZrcPBRuMeDytVnVPKH5HihjR9IggHxy8ohK0ourfGGWH+EUzfm+U/kuINys5QALTLrN2RxUNZ+1uPfKTXOebXnRlMgoiK3lzQ8K1iwHNilzhYqnKfyUzH7yz0A2H925Xa3VH1cSnG88HtcWKYGFPxG4r8iaDRwSLxqt/3vN2LyRqjOv7ooL/K0v2C3ppl/+gHx/MnQ1Ncrm1Fp3PBSN9lo0gf8SsPMfNrcfY/a83vhrW7o+oPfT932Sf6/Tphh6m9bdCbtPj9wL9y2NkI4nvefPFhd1kajwFdnmdV4t4W9yn1W5KvUGkd+PfCqLu4xIvy/ipHnvS9rUmuONmUm4cl3tEf7o6qgRpcVBTLUOyU7I1xd4vjD3jewvinVr09z5GIByp1a5Ia4fd54fqsc0NapJyOaqcZMYDPCDHq3CEpNxRFzOCyTH0v8N7d7yyl3lGqtxd6Tgb3e4tB1gQ2p/13KXuUutUGfadGkVyc9MeBJ0wegOJDcXLACw8tdJNQauI7B8MQ+KMSPtDvHvbre4h9/6C7VhlJ7Dvi4Ubl7q76t3Tbaw12hb+LMwBQBNan/RvTVFN+UTpYASShfm76NyXpOPD9xJxncK9fuU+QTVp3RXj/4rD0E8Xwk/Fgm7bPMHq+ypH59wv6hjwDJr8XhDviubfmmWDBQxwnHHnS98d1PuHII2F0eP7pn7BxlfSC6GEeMBO/P443aXww8N/Sn9sMTFtdIWxVlhbS38coAHhOf3DYuzzLjkhx87BzYZ5nQlzX7+7Ic8HkxqT9lixbQr17Jdmk7YwXPsHhlt6cL8JHOLlh2K1Sf+p45Cnlk1l7jFfv4vjZXtujXsrgbcPe9jyLvdDLB7clSUTkfR5dbt1+L2ImW2dht3c8Xwm3Zr33x8N11k4YIxlZH6ddPziy2KthwW0z9klBbuu1L1XqqIz+PqrdHVV3M/LWuHNtmqAI5kA1Qe451Qj3m/LB+9K8AFoQdWWWLbOwM6j4Jo2IuNdfyO8Fq+8YtC/KspCQ9Ub3wVxu6BMkvzHNIsLvCuU6ZdrCG1XpES9ar4ofe36X4haDD0qxShcekw9JekmRG+r9sx+s1/k+7vcXn+klmg/025fl6Shh4ya36HYY+0PP1wQAYU2RbtF2WvqRyRhhG1Rmwd0S54Ughxh9Q9yfpOIrUSWyuob0IU+8f9DZXuQDEeyk5hOJ+lK10ZtfECGjavCR4bDCoi8H7HxtpkX4iKA3D3oDL2gWiSScEMgp184o6j0Y+ON5//rCHObkrXF8rjZP++EhKH57oP9do14x6YeT9GnPP/n1z7Z8yJm/m+o7+/0K8H8K+a3dzjoHfxPVGib3mPfl0L922LnQid3EjDuwBD2gP+bQBPqoH3Ux+/ggPuLJS9LBWpUrGW5J2ldm6Qrg90kxacxQ+FPEXqDUnAzvlwtt5vPy/kYURPfORXZJOiAEAsLGjZbOrEM5ML2rM1WhbCLvXZ6nNR7cJ+A8bY95fi2Pt6q8Qb2dHG4ZtKmIjhBz66CzSdmA2BDJhM4zGQ1swSm/zw8n8v51aUqZWGKtZxIlqos9Z/DOQeutWboa+L2SrzGmL7zQZILwzUW22xM397obHH4nrJyXdq+w0AI96YiweUDY8iKXhD8YRFU13ADew2ecjVF6yX5ir8zrNez3lt7RiyD6j43Gixhn9IxRtGus28tPWSTluQKrfrkzs78y/pXAe5mBIWM6/vfd/tdGxu89kcFUfLrdHgMAyr5RG3tIMAAQzq5weOA0+ajzGJo72lPns/qvj9Rf8ySvF4Luyrjz3sJ+oTH2xGtRk6X02sFVxh5+wdO4YrWkovMq5rUSxOXWTHPx/N/yhNEdJtTLXRn37v6xq1zwCyONU/1X/2JralKO/GKjdvyj8WLwuf5gT238S/4ZXZGew7fFp3qzq1jtl0+a58nWFnFE/ScEW5sPfmWY/mm9cdmw2xDR71fr6dnd886+Z9i+SBkAeLIy+pWXmn71cqzL+x+YDxfjwe80Gulpqh/4Tt3RnVvKwz+oNQan2wmIG4sYeLS7fMH0yiszmEqlUqlUKr2O/UvJYHKBdtwBoGnGxZLiFPH1QmfndLPVfXu6Bw9m1Hh2yipfThrrnWlWha2l+Yr0LGYrITfF8mR+hq6apSvPTieIHUnyifzM1xOFsf5zd4Jtpjo44z1TT/OlpxrWgdli+UBHLyaZh2k1np9JSbYzh54uxk6xeshtsaJvz0php1KpVCr9i5TleZovJB4aa/Nn12I7+4ULUGjTKFxgnOfAgatqklO7pCCZIMyplSl6luSCUGs9JHrxzTMBvSohQ+qqhFqr6xosddXCVhQCI8TqpjJLcjoQtpEjIQScqWpX0UQz2yhAccKMqSsbWKKpq+Q2Mo4DVQvvRV2U67oiShDn9PKCz/roaT1SIBAXFS6w1jPEEtPMHCMLs/IdQZttGCIQmjKyUOrU5eu7xkOiGHhK1zTRzKxMnEUgjGpUKwrZ8pEbM5IjJcShGSmc72i+EMmHns7W99BRoqirFiayNF+YOQpt6tpFCiwjFufXEzytRwqwFBvDbIUhilI1v9PQ1nNHiQsLJNRWFVhO6PxOMERzW83NRIGKUjK/P8HWNHFgqpoWxzfnBLM0BucB19YzLjToGxtq6zmqGIrC1Knon3gXYGu5C7TlQITWNQ1u8WAhI9TqZmGWFGzAbaNAIIRYUzEu0kRTM5I7ibQgtlHYSINli0W0na0VLjCOAXrK1BTR1DYKE2l0FJgx9VyPW9GjeiRHZAScrSpbMUQxaMTGRfzVH12rVCqVSq88xpjWJskL35O50lOtzr6DR402882PV6QGk1kxUCM6WzekDDGnZs2QzgRm/QD7HnXoPMozApoTZq0gLF8MwUKqJ9uqAnKmkl+0r7+lh9ZzK/rOoGkiNDJDrWs6CIa9K2aKGngtnm2fQyd4n+vlCVrBMI+3x4gGGNPjiRlLjM9lWxIAYDq+4vBgSxvyijcrsa5Zxyu2TvUvmdURwdFENwtb01gt+m+YykctV5hPpi6yLKFqRUYspX1vse67K84ZIKE05RDmxWRGYklqsQ6oq2ne9l3Vio6n17a6b5guRjFosd6bj+RLMdhXWdhST+erElCcIqiVsasUznk8owCAnkq3zzmgtmply3d1w7pCrelbac2YpU4XTUcLxpOFVlG+pVUsy4t1fdKtYCN1wJlRyfYhWAuRU+O5izRJuZ1IURo1kReTiRlJihWFnKpQ99ymjKtomkq9tpUvU6ahXZQVqxQEmgw8lhFXIfykpow+Zy5brlgi8x0HB1t6oD072ccCTROxmVli7YjDaNi7fKaoEn+WJTvmwAoi8t6bjmTLCzldKba0rGSsJ5mZj2/65/lmAAAJEElEQVRFs6adTBiW0ezCI4PNXchDu6pnJVgPcTQ2oTUB0Nqge9kxEzGvzZOL5jATfCgZM9b5ZVOmVCqVfio55zzPa7e7h6ZaBw5Pz7TaSEiWpog435R5oZi7lwjBhQqVlB0an9tzNcPGcx0UuK5H9zdcbaiJCHshBtbJk+6mXqEl9/eGxYpEHKtHXcJ73FSdSL1iSeKG0la1DRVvh+HTo3QQQKgcIwQJ5cZUMlfVZEaQRDKidEMRYZ2H/NhiSiMS3qpHbRR9plf0spWJtlQOwnC3JImPYwXVkhiwAQbPjJKhR4glic9YaryQF6CXxnSuwhaiv5joiHxppiwz5x7NGjxIBWto26eI0izr5ysTZ0HmQfhME5IQgAT76zY4aT/nkiswSxOmaiCsYXg8WphmkhliPc20VKu72crMasoRbUXTQrK5gJwz1BNOtH1mAICIlpdv0qIXytRlK3MzWpAjAWSCgVENTbi2XNumlOhMBdlcxGo5EMZbdUpMti6RBxvsObm6BJATUlCqCVICzFhJ0NPZmo4eIaw9IZL5N5LGVC0gB83EsXrUIXzAzYjjmZctTWnCTdXYSPNOMH+wMNSOEucIS0WwfxRyToU1HBk66qgbGRYh91rchBopIQXnxxpRC8WQ6jEq+jxfkbEOutC4isI4DHcxFvvoK4cIDIkrY+5KpVLppxk6N+z3/TBkjCEAWpvGsbMnwh7Oftgveipf3S+qrP5wA6VDAGqo4w4AqGLILQAlmgJ1SIDY4y+YnBNIDEWKBBE5gqVAHVgKDIkljjsAQjVB4cAR4gA5IhKqCc6n5dqFtzSA1I3E2epEHBr1WwsxFMis40gMI8Q5hsRRYgGFAyQACEgAAYAAc4CEOEBCABw4RohzFKiix9/IILUokGiGzAIhgAAEkQAxlBB0DIkjxBAUDoFQM7/ClOoTVbZROCRAFAXhHDkxc/Tz+IKe3N2UAwHMOgon1lMz4gA9C4bSxZGTkTpkSBwBBwvztIuriQSIw/k5OHQcqWLAHTgCuDA90c+q+GKWdfNIhAd9ADL/ZzbKqk/WiCHIHRLAUOmaAgBSSNmTiEA1A+KOHyxiKVIk7tQHCxyhmjppAYAY6oQjSIimQBxSQgxBaZEszNNxJJYCRWIBGczvT8DFLy5uFHGEEJdtaPP9E/KVSGYrlUql0r9gr1QGEzJrGgXJJU9egS6fM4IuUsZH3vPo66o+KUqtq5oNfKZf854GtNXCCiI68ngbzoWFiQwAgOaiJ58fbVMqlUql0qtpvilz9lsbxDLRDp/zIS50egASBCDznR7PnYY6QEJeet4LIkVwhAChife8Z/QT/134myAQAHeagQWeP/eFTXjW5EgQAF7GOj8LUUK2Tzt0xOIKn1gHBASK4Ogr0KYgbOg/Z5gXmnoyfQ2GgiiVSqVS6QW8Sk//WFNOOGQu39Iabuu6UwxABWrTscEFvZPTj7FS2FNUXzntQrKLprPx0xT3Eia+cEafVPnQNZL4otbJud9I0dROlSg+z7Om+txh4N3SXrrmxYWbIkFTP/1SXuCLjbh/8Zw7uanj6XT7lKqf9iulUqlUKv3UewUymCZ68XmdbH1PNzUYzDf32JTMLmmTuZCic5LLAUPLoJbkI8iHJ4qNIENXL0hf5lu7EGTpuHUTnXh1jFbSKInP6+gImDO9a/ZlDSpTTLbMFasy1vLyra10MpdTES+Yc5xpjN+8v7+1zzoVni32LDDnhPDbJL50Ol2ZqBr6hytEGjL0cGw43Nw2VWSsGOyYtYHj3YA6AIB8y3S6XJuV7SLgbqJrqJTa9N44lU9kaJk5p5NPpCSNoDaMN3Rc3aUb5xzDZHubzVSYma/vV8RbW/lSR8OBqrBizRyhZLi9ZSqWpTzfOJtOJmwQsMXyuvn5RzqXz5F+CCODZGNXNUBYNdw2Z8GTrYAIy4aebfY67ziY14l/pCIsOuPzU1f5LZVKpVLpp9krlcGEErzD9XxFHra4kkgtcR4RM74LFBgJYK0AjoT2A+/kFyPUmSU57UszoVgKaDjxQM5U0XFa1VpYb9eoWxE7rARPj1lBrWflTA0MIVGuGoUT1goLkXZIXMZIFkYzkprnvXgxUnQ8mgeuZtAzLjAYaWxYf08Tl8UwaAaHLSmY8ywzDAB4N1DrYw3g7/F4EBUVbV0oOqGciXSlACv9KaYipT0S7RrRq3NmqJnIyMBjmrhAg+aunumRwhleOeoXTccVwdwPDtVozm1VkSwI+tZETsQLZWvYbDUyijBwHvr7R8ARvaRnajnUtJsjNtA0NFA1cu8YG5ajwpVKpVKp9Aq8YGJt344kJrC042NUYMKgqg2zrq4cJdQ4tJylDANlqicNIMsNDj3RF0gd60gTaqqBdHys53Q28PZFdvmQtmrMOiTA2z7v+s7LTaNAK+R0LXgmgkgb32JQOMK8QyEAIc8en9aM9Yu6Iw5NveDHAlfNrQPbUN7B0CxNyGyN5UBzmF+9hW3phHJ/PfrxmJegiTRwY+sFxB6ABSNFh2kfaML9w16xPOUH6v7+qrerHh6sE4tmJLO+o5n0Dtejo54rAkYy6wSxyGJqCRGtkKegOffmjjcoEYUDw0RH8JZvRhNTsawX+vuaIqa2WqBDU1dsqiEyIA7A09nK+KwfwVKpVCqVXkdegQymoEg2dOlcPTwanI01PFsQAYDrdGubtEbCKf/0U7ri3HY+ogGAzzbCA+ErnahjlvTTcxIEIGlQ2d04RWfSacxHIgOcaeRyqVQqlUo/Tc5eMvZwSBkb9nqIZ7G0UalUKpVKpdILEZ7XGB09C7EyWqkgCoMwLPIXUf6wVCqVSqVS6SVjjPlhmCUJH3S7L2dGiFjkOePMC4Jas0nKdx2lUqlUKpVeeUbrNE2KNONFlgnvZY17FkQRIhR5XuRlQb9SqVQqlUqvIkQufb/ebL7WK1IqlUqlUqn0ovU7nde81k+pVCqVSqXSS1c2ZUqlUqlUKr2OlU2ZUqlUKpVKr2NlU6ZUKpVKpdLrWNmUKZVKpVKp9DpWNmVKpVKpVCq9jpVNmVKpVCqVSq9jZVOmVCqVSqXS6xhXRdHvdF7r1SiVSqVSqVR60VRR/H98XP+ALUBTlwAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": { "image/png": { "width": 500 } }, "output_type": "display_data" } ], "source": [ "gui.screenshot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can inspect the points forming the CPW route to find the culprit edge (the warning message should have indicated the index of the offending edge)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[-1.075 , 0.195 ],\n", " [-1.07 , 0.195 ],\n", " [-1.07 , -0.44916667],\n", " [-0.87 , -0.44916667],\n", " [-0.87 , -1.29421683],\n", " [-0.67 , -1.29421683],\n", " [-0.67 , -0.31578317],\n", " [-0.47 , -0.31578317],\n", " [-0.47 , -1.29421683],\n", " [-0.27 , -1.29421683],\n", " [-0.27 , -0.31578317],\n", " [-0.07 , -0.31578317],\n", " [-0.07 , -1.29421683],\n", " [ 0.155 , -1.29421683],\n", " [ 0.155 , 0.575 ]])" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cpw.get_points()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Turns out that both issues can be resolved by just adding enough clearance at the start of the CPW." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "cpw.options['lead']['start_straight']='100um'\n", "gui.rebuild()\n", "gui.autoscale()" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "tags": [ "nbsphinx-thumbnail" ] }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "" ] }, "metadata": { "image/png": { "width": 500 } }, "output_type": "display_data" } ], "source": [ "gui.screenshot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notice how the routing algorithm tries to prevent creation of edges too short to apply the fillet corner rounding. If your design requires it, you can disable this algorithm behavior for individual CPWs. For example try the cell below, and expect warning similar to the ones encountered earlier to show up" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "09:08AM 10s WARNING [check_lengths]: For path table, component=cpw_1, key=trace has short segments that could cause issues with fillet. Values in (12-13) are index(es) in shapely geometry.\n", "09:08AM 10s WARNING [check_lengths]: For path table, component=cpw_1, key=cut has short segments that could cause issues with fillet. Values in (12-13) are index(es) in shapely geometry.\n" ] } ], "source": [ "cpw.options['prevent_short_edges']='false'\n", "gui.rebuild()\n", "gui.autoscale()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can eliminate the warning by either re-enabling the algorithm, or by changing the fillet for this specific CPW. Let's try the second approach for demonstration purposes" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "cpw.options['fillet']='65um'\n", "gui.rebuild()\n", "gui.autoscale()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's create other 3 CPWs for practice" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "options = Dict(\n", " total_length= '6mm',\n", " pin_inputs=Dict(\n", " start_pin=Dict(\n", " component= 'Q2',\n", " pin= 'd'),\n", " end_pin=Dict(\n", " component= 'Q3',\n", " pin= 'b')),\n", " lead=Dict(\n", " start_straight='0.1mm',\n", " end_straight='0.2mm'),\n", " meander=Dict(\n", " asymmetry='-0.9mm'),\n", " **ops\n", ")\n", "\n", "try:\n", " cpw2.delete()\n", "except NameError: pass\n", "\n", "cpw2 = RouteMeander(design,options=options)\n", "gui.rebuild()\n", "gui.autoscale()" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "options = Dict(\n", " total_length= '8mm',\n", " pin_inputs=Dict(\n", " start_pin=Dict(\n", " component= 'Q3',\n", " pin= 'a'),\n", " end_pin=Dict(\n", " component= 'Q2',\n", " pin= 'c')),\n", " lead=Dict(\n", " start_straight='0.5mm',\n", " end_straight='0.1mm'),\n", " meander=Dict(\n", " asymmetry='-1mm'),\n", " **ops\n", ")\n", "\n", "try:\n", " cpw3.delete()\n", "except NameError: pass\n", "\n", "cpw3 = RouteMeander(design,options=options)\n", "gui.rebuild()\n", "gui.autoscale()" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "options = Dict(\n", " total_length= '8mm',\n", " pin_inputs=Dict(\n", " start_pin=Dict(\n", " component= 'Q1',\n", " pin= 'b'),\n", " end_pin=Dict(\n", " component= 'Q2',\n", " pin= 'a')),\n", " lead=Dict(\n", " start_straight='0.5mm',\n", " end_straight='0.1mm'),\n", " meander=Dict(\n", " asymmetry='1mm'),\n", " **ops\n", ")\n", "\n", "try:\n", " cpw4.delete()\n", "except NameError: pass\n", "\n", "cpw4 = RouteMeander(design,options=options)\n", "gui.rebuild()\n", "gui.autoscale()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's try a more complex utilization of the leads. So far we have demonstrated `lead->start_straight` and `lead->end_straight`. We can \"append\" to the straight lead any number of custom jogs, which might be useful to get out of complex layout arrangements or to fine tune the meander in case of collisions with other components.\n", "\n", "To define a jogged lead, you need an ordered sequence of turn-length pairs, which we define here as an ordered dictionary. We then apply the sequence of jogs to both the start and end leads (or you could apply it to only one them, or you can define the two leads separately with two ordered dictionaries)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "from collections import OrderedDict\n", "jogs = OrderedDict()\n", "jogs[0] = [\"L\", '800um']\n", "jogs[1] = [\"L\", '500um']\n", "jogs[2] = [\"R\", '200um']\n", "jogs[3] = [\"R\", '500um']\n", "\n", "options = Dict(\n", " total_length= '14mm',\n", " pin_inputs=Dict(\n", " start_pin=Dict(\n", " component= 'Q1',\n", " pin= 'd'),\n", " end_pin=Dict(\n", " component= 'Q3',\n", " pin= 'd')),\n", " lead=Dict(\n", " start_straight='0.1mm',\n", " end_straight='0.1mm',\n", " start_jogged_extension=jogs,\n", " end_jogged_extension=jogs),\n", " meander=Dict(\n", " asymmetry='-1.2mm'),\n", " **ops\n", ")\n", "\n", "try:\n", " cpw5.delete()\n", "except NameError: pass\n", "\n", "cpw5 = RouteMeander(design,options=options)\n", "gui.rebuild()\n", "gui.autoscale()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here a few additional examples routing flexibility on a brand-new set of Qbits" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "q4 = TransmonPocket(design, 'Q4', options = dict(pos_x='-7.5mm', pos_y='-0.5mm', **optionsQ))\n", "q5 = TransmonPocket(design, 'Q5', options = dict(pos_x='-5.65mm', pos_y='+0.5mm', orientation = '90',**optionsQ))\n", "q6 = TransmonPocket(design, 'Q6', options = dict(pos_x='-4.0mm', pos_y='-0.6mm', **optionsQ))\n", "gui.rebuild()\n", "\n", "options = Dict(\n", " total_length= '3.4mm',\n", " pin_inputs=Dict(\n", " start_pin=Dict(\n", " component= 'Q4',\n", " pin= 'a'),\n", " end_pin=Dict(\n", " component= 'Q5',\n", " pin= 'b')),\n", " lead=Dict(\n", " start_straight='0.5mm',\n", " end_straight='0.1mm'),\n", " meander=Dict(\n", " asymmetry='1mm'),\n", " **ops\n", ")\n", "try:\n", " cpw6.delete()\n", "except NameError: pass\n", "cpw6 = RouteMeander(design, options=options)\n", "gui.rebuild()\n", "gui.autoscale()" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "options = Dict(\n", " total_length= '12mm',\n", " pin_inputs=Dict(\n", " start_pin=Dict(\n", " component= 'Q4',\n", " pin= 'd'),\n", " end_pin=Dict(\n", " component= 'Q6',\n", " pin= 'c')),\n", " lead=Dict(\n", " start_straight='0.1mm',\n", " end_straight='0.1mm'),\n", " meander=Dict(\n", " asymmetry='-1.2mm'),\n", " **ops\n", ")\n", "try:\n", " cpw7.delete()\n", "except NameError: pass\n", "cpw7 = RouteMeander(design, options=options)\n", "gui.rebuild()\n", "gui.autoscale()" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "options = Dict(\n", " total_length= '13mm',\n", " pin_inputs=Dict(\n", " start_pin=Dict(\n", " component= 'Q6',\n", " pin= 'a'),\n", " end_pin=Dict(\n", " component= 'Q4',\n", " pin= 'b')),\n", " lead=Dict(\n", " start_straight='0.1mm',\n", " end_straight='0.1mm'),\n", " meander=Dict(\n", " asymmetry='-1.7mm'),\n", " **ops\n", ")\n", "try:\n", " cpw8.delete()\n", "except NameError: pass\n", "cpw8 = RouteMeander(design, options=options)\n", "gui.rebuild()\n", "gui.autoscale()" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "#If you would like to close the GUI. Remove the comment.\n", "#gui.main_window.close()" ] } ], "metadata": { "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.8" } }, "nbformat": 4, "nbformat_minor": 4 }